@proceedings{semeval-2019-international,
    title = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2000/"
}
@inproceedings{hershcovich-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 1: Cross-lingual Semantic Parsing with {UCCA}",
    author = "Hershcovich, Daniel  and
      Aizenbud, Zohar  and
      Choshen, Leshem  and
      Sulem, Elior  and
      Rappoport, Ari  and
      Abend, Omri",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2001/",
    doi = "10.18653/v1/S19-2001",
    pages = "1--10"
}
@inproceedings{jiang-etal-2019-hlt,
    title = "{HLT}@{SUDA} at {S}em{E}val-2019 Task 1: {UCCA} Graph Parsing as Constituent Tree Parsing",
    author = "Jiang, Wei  and
      Li, Zhenghua  and
      Zhang, Yu  and
      Zhang, Min",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2002/",
    doi = "10.18653/v1/S19-2002",
    pages = "11--15"
}
@inproceedings{qasemizadeh-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 2: Unsupervised Lexical Frame Induction",
    author = "QasemiZadeh, Behrang  and
      Petruck, Miriam R. L.  and
      Stodden, Regina  and
      Kallmeyer, Laura  and
      Candito, Marie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2003/",
    doi = "10.18653/v1/S19-2003",
    pages = "16--30"
}
@inproceedings{arefyev-etal-2019-neural,
    title = "Neural {GRANN}y at {S}em{E}val-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction",
    author = "Arefyev, Nikolay  and
      Sheludko, Boris  and
      Davletov, Adis  and
      Kharchev, Dmitry  and
      Nevidomsky, Alex  and
      Panchenko, Alexander",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2004/",
    doi = "10.18653/v1/S19-2004",
    pages = "31--38"
}
@inproceedings{chatterjee-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 3: {E}mo{C}ontext Contextual Emotion Detection in Text",
    author = "Chatterjee, Ankush  and
      Narahari, Kedhar Nath  and
      Joshi, Meghana  and
      Agrawal, Puneet",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2005/",
    doi = "10.18653/v1/S19-2005",
    pages = "39--48"
}
@inproceedings{huang-etal-2019-ana,
    title = "{ANA} at {S}em{E}val-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical {LSTM}s and {BERT}",
    author = {Huang, Chenyang  and
      Trabelsi, Amine  and
      Za{\"i}ane, Osmar},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2006/",
    doi = "10.18653/v1/S19-2006",
    pages = "49--53"
}
@inproceedings{basile-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in {T}witter",
    author = "Basile, Valerio  and
      Bosco, Cristina  and
      Fersini, Elisabetta  and
      Nozza, Debora  and
      Patti, Viviana  and
      Rangel Pardo, Francisco Manuel  and
      Rosso, Paolo  and
      Sanguinetti, Manuela",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2007/",
    doi = "10.18653/v1/S19-2007",
    pages = "54--63"
}
@inproceedings{perez-luque-2019-atalaya,
    title = "Atalaya at {S}em{E}val 2019 Task 5: Robust Embeddings for Tweet Classification",
    author = "P{\'e}rez, Juan Manuel  and
      Luque, Franco M.",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2008/",
    doi = "10.18653/v1/S19-2008",
    pages = "64--69"
}
@inproceedings{indurthi-etal-2019-fermi,
    title = "{FERMI} at {S}em{E}val-2019 Task 5: Using Sentence embeddings to Identify Hate Speech Against Immigrants and Women in {T}witter",
    author = "Indurthi, Vijayasaradhi  and
      Syed, Bakhtiyar  and
      Shrivastava, Manish  and
      Chakravartula, Nikhil  and
      Gupta, Manish  and
      Varma, Vasudeva",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2009/",
    doi = "10.18653/v1/S19-2009",
    pages = "70--74"
}
@inproceedings{zampieri-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media ({O}ffens{E}val)",
    author = "Zampieri, Marcos  and
      Malmasi, Shervin  and
      Nakov, Preslav  and
      Rosenthal, Sara  and
      Farra, Noura  and
      Kumar, Ritesh",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2010/",
    doi = "10.18653/v1/S19-2010",
    pages = "75--86"
}
@inproceedings{liu-etal-2019-nuli,
    title = "{NULI} at {S}em{E}val-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers",
    author = "Liu, Ping  and
      Li, Wen  and
      Zou, Liang",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2011/",
    doi = "10.18653/v1/S19-2011",
    pages = "87--91"
}
@inproceedings{lyu-etal-2019-cuny,
    title = "{CUNY}-{PKU} Parser at {S}em{E}val-2019 Task 1: Cross-Lingual Semantic Parsing with {UCCA}",
    author = "Lyu, Weimin  and
      Huang, Sheng  and
      Khan, Abdul Rafae  and
      Zhang, Shengqiang  and
      Sun, Weiwei  and
      Xu, Jia",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2012/",
    doi = "10.18653/v1/S19-2012",
    pages = "92--96"
}
@inproceedings{tuan-nguyen-tran-2019-dangnt,
    title = "{DANGNT}@{UIT}.{VNU}-{HCM} at {S}em{E}val 2019 Task 1: Graph Transformation System from {S}tanford Basic Dependencies to {U}niversal {C}onceptual {C}ognitive {A}nnotation ({UCCA})",
    author = "Tuan Nguyen, Dang  and
      Tran, Trung",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2013/",
    doi = "10.18653/v1/S19-2013",
    pages = "97--101"
}
@inproceedings{taslimipoor-etal-2019-gcn,
    title = "{GCN}-Sem at {S}em{E}val-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks",
    author = "Taslimipoor, Shiva  and
      Rohanian, Omid  and
      Mo{\v{z}}e, Sara",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2014/",
    doi = "10.18653/v1/S19-2014",
    pages = "102--106"
}
@inproceedings{marzinotto-etal-2019-maskparse,
    title = "{M}ask{P}arse@Deskin at {S}em{E}val-2019 Task 1: Cross-lingual {UCCA} Semantic Parsing using Recursive Masked Sequence Tagging",
    author = "Marzinotto, Gabriel  and
      Heinecke, Johannes  and
      Damnati, G{\'e}raldine",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2015/",
    doi = "10.18653/v1/S19-2015",
    pages = "107--112"
}
@inproceedings{putz-glocker-2019-tupa,
    title = {T{\"u}pa at {S}em{E}val-2019 Task1: (Almost) feature-free Semantic Parsing},
    author = {P{\"u}tz, Tobias  and
      Glocker, Kevin},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2016/",
    doi = "10.18653/v1/S19-2016",
    pages = "113--118"
}
@inproceedings{yu-sagae-2019-uc,
    title = "{UC} {D}avis at {S}em{E}val-2019 Task 1: {DAG} Semantic Parsing with Attention-based Decoder",
    author = "Yu, Dian  and
      Sagae, Kenji",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2017/",
    doi = "10.18653/v1/S19-2017",
    pages = "119--124"
}
@inproceedings{anwar-etal-2019-hhmm,
    title = "{HHMM} at {S}em{E}val-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings",
    author = "Anwar, Saba  and
      Ustalov, Dmitry  and
      Arefyev, Nikolay  and
      Ponzetto, Simone Paolo  and
      Biemann, Chris  and
      Panchenko, Alexander",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2018/",
    doi = "10.18653/v1/S19-2018",
    pages = "125--129"
}
@inproceedings{ribeiro-etal-2019-l2f,
    title = "{L}2{F}/{INESC}-{ID} at {S}em{E}val-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations",
    author = "Ribeiro, Eug{\'e}nio  and
      Mendon{\c{c}}a, V{\^a}nia  and
      Ribeiro, Ricardo  and
      Martins de Matos, David  and
      Sardinha, Alberto  and
      Santos, Ana L{\'u}cia  and
      Coheur, Lu{\'i}sa",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2019/",
    doi = "10.18653/v1/S19-2019",
    pages = "130--136"
}
@inproceedings{gratian-2019-brainee,
    title = "{B}rain{EE} at {S}em{E}val-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction",
    author = "Gratian, Vachagan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2020/",
    doi = "10.18653/v1/S19-2020",
    pages = "137--141"
}
@inproceedings{winata-etal-2019-caire,
    title = "{CA}i{RE}{\_}{HKUST} at {S}em{E}val-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification",
    author = "Winata, Genta Indra  and
      Madotto, Andrea  and
      Lin, Zhaojiang  and
      Shin, Jamin  and
      Xu, Yan  and
      Xu, Peng  and
      Fung, Pascale",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2021/",
    doi = "10.18653/v1/S19-2021",
    pages = "142--147"
}
@inproceedings{bestgen-2019-cecl,
    title = "{CECL} at {S}em{E}val-2019 Task 3: Using Surface Learning for Detecting Emotion in Textual Conversations",
    author = "Bestgen, Yves",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2022/",
    doi = "10.18653/v1/S19-2022",
    pages = "148--152"
}
@inproceedings{mohammadi-etal-2019-clac,
    title = "{CL}a{C} Lab at {S}em{E}val-2019 Task 3: Contextual Emotion Detection Using a Combination of Neural Networks and {SVM}",
    author = "Mohammadi, Elham  and
      Amini, Hessam  and
      Kosseim, Leila",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2023/",
    doi = "10.18653/v1/S19-2023",
    pages = "153--158"
}
@inproceedings{cummings-wilson-2019-clark,
    title = "{CLARK} at {S}em{E}val-2019 Task 3: Exploring the Role of Context to Identify Emotion in a Short Conversation",
    author = "Cummings, Joseph  and
      Wilson, Jason",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2024/",
    doi = "10.18653/v1/S19-2024",
    pages = "159--163"
}
@inproceedings{li-xing-2019-clp,
    title = "{CLP} at {S}em{E}val-2019 Task 3: Multi-Encoder in Hierarchical Attention Networks for Contextual Emotion Detection",
    author = "Li, Changjie  and
      Xing, Yun",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2025/",
    doi = "10.18653/v1/S19-2025",
    pages = "164--168"
}
@inproceedings{gonzalez-etal-2019-coastal,
    title = "{C}o{AS}ta{L} at {S}em{E}val-2019 Task 3: Affect Classification in Dialogue using Attentive {B}i{LSTM}s",
    author = "Gonz{\'a}lez, Ana Valeria  and
      Petr{\'e}n Bach Hansen, Victor  and
      Bingel, Joachim  and
      S{\o}gaard, Anders",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2026/",
    doi = "10.18653/v1/S19-2026",
    pages = "169--174"
}
@inproceedings{poswiata-2019-conssed,
    title = "{C}on{SSED} at {S}em{E}val-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector",
    author = "Po{\'s}wiata, Rafa{\l}",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2027/",
    doi = "10.18653/v1/S19-2027",
    pages = "175--179"
}
@inproceedings{perelkiewicz-2019-cx,
    title = "{CX}-{ST}-{RNM} at {S}em{E}val-2019 Task 3: Fusion of Recurrent Neural Networks Based on Contextualized and Static Word Representations for Contextual Emotion Detection",
    author = "Pere{\l}kiewicz, Micha{\l}",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2028/",
    doi = "10.18653/v1/S19-2028",
    pages = "180--184"
}
@inproceedings{jain-etal-2019-paralleldots,
    title = "{P}arallel{D}ots at {S}em{E}val-2019 Task 3: Domain Adaptation with feature embeddings for Contextual Emotion Analysis",
    author = "Jain, Akansha  and
      Aggarwal, Ishita  and
      Singh, Ankit",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2029/",
    doi = "10.18653/v1/S19-2029",
    pages = "185--189"
}
@inproceedings{patel-2019-e,
    title = "{E}-{LSTM} at {S}em{E}val-2019 Task 3: Semantic and Sentimental Features Retention for Emotion Detection in Text",
    author = "Patel, Harsh",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2030/",
    doi = "10.18653/v1/S19-2030",
    pages = "190--194"
}
@inproceedings{gonzalez-etal-2019-elirf,
    title = "{EL}i{RF}-{UPV} at {S}em{E}val-2019 Task 3: Snapshot Ensemble of Hierarchical Convolutional Neural Networks for Contextual Emotion Detection",
    author = "Gonz{\'a}lez, Jos{\'e}-{\'A}ngel  and
      Hurtado, Llu{\'i}s-F.  and
      Pla, Ferran",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2031/",
    doi = "10.18653/v1/S19-2031",
    pages = "195--199"
}
@inproceedings{al-omari-etal-2019-emodet,
    title = "{E}mo{D}et at {S}em{E}val-2019 Task 3: Emotion Detection in Text using Deep Learning",
    author = "Al-Omari, Hani  and
      Abdullah, Malak  and
      Bassam, Nabeel",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2032/",
    doi = "10.18653/v1/S19-2032",
    pages = "200--204"
}
@inproceedings{chakravartula-indurthi-2019-emominer,
    title = "{EMOMINER} at {S}em{E}val-2019 Task 3: A Stacked {B}i{LSTM} Architecture for Contextual Emotion Detection in Text",
    author = "Chakravartula, Nikhil  and
      Indurthi, Vijayasaradhi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2033/",
    doi = "10.18653/v1/S19-2033",
    pages = "205--209"
}
@inproceedings{smetanin-2019-emosense,
    title = "{E}mo{S}ense at {S}em{E}val-2019 Task 3: Bidirectional {LSTM} Network for Contextual Emotion Detection in Textual Conversations",
    author = "Smetanin, Sergey",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2034/",
    doi = "10.18653/v1/S19-2034",
    pages = "210--214"
}
@inproceedings{bouchekif-etal-2019-epita,
    title = "{EPITA}-{ADAPT} at {S}em{E}val-2019 Task 3: Detecting emotions in textual conversations using deep learning models combination",
    author = "Bouchekif, Abdessalam  and
      Joshi, Praveen  and
      Bouchekif, Latifa  and
      Afli, Haithem",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2035/",
    doi = "10.18653/v1/S19-2035",
    pages = "215--219"
}
@inproceedings{xiao-2019-figure,
    title = "Figure Eight at {S}em{E}val-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection",
    author = "Xiao, Joan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2036/",
    doi = "10.18653/v1/S19-2036",
    pages = "220--224"
}
@inproceedings{bogdan-2019-gensmt,
    title = "{G}en{SMT} at {S}em{E}val-2019 Task 3: Contextual Emotion Detection in tweets using multi task generic approach",
    author = "Bogdan, Dumitru",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2037/",
    doi = "10.18653/v1/S19-2037",
    pages = "225--229"
}
@inproceedings{tafreshi-diab-2019-gwu,
    title = "{GWU} {NLP} Lab at {S}em{E}val-2019 Task 3 : {E}mo{C}ontext: Effectiveness of{C}ontextual Information in Models for Emotion Detection in{S}entence-level at Multi-genre Corpus",
    author = "Tafreshi, Shabnam  and
      Diab, Mona",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2038/",
    doi = "10.18653/v1/S19-2038",
    pages = "230--235"
}
@inproceedings{pamnani-etal-2019-iit,
    title = "{IIT} {G}andhinagar at {S}em{E}val-2019 Task 3: Contextual Emotion Detection Using Deep Learning",
    author = "Pamnani, Arik  and
      Goel, Rajat  and
      Choudhari, Jayesh  and
      Singh, Mayank",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2039/",
    doi = "10.18653/v1/S19-2039",
    pages = "236--240"
}
@inproceedings{patro-etal-2019-kgpchamps,
    title = "{KGPC}hamps at {S}em{E}val-2019 Task 3: A deep learning approach to detect emotions in the dialog utterances.",
    author = "Patro, Jasabanta  and
      Choudhary, Nitin  and
      Chittora, Kalpit  and
      Mukherjee, Animesh",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2040/",
    doi = "10.18653/v1/S19-2040",
    pages = "241--246"
}
@inproceedings{alswaidan-menai-2019-ksu,
    title = "{KSU} at {S}em{E}val-2019 Task 3: Hybrid Features for Emotion Recognition in Textual Conversation",
    author = "Alswaidan, Nourah  and
      Menai, Mohamed El Bachir",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2041/",
    doi = "10.18653/v1/S19-2041",
    pages = "247--250"
}
@inproceedings{ragheb-etal-2019-lirmm,
    title = "{LIRMM}-Advanse at {S}em{E}val-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification",
    author = "Ragheb, Waleed  and
      Az{\'e}, J{\'e}r{\^o}me  and
      Bringay, Sandra  and
      Servajean, Maximilien",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2042/",
    doi = "10.18653/v1/S19-2042",
    pages = "251--255"
}
@inproceedings{lee-etal-2019-milab,
    title = "{MILAB} at {S}em{E}val-2019 Task 3: Multi-View Turn-by-Turn Model for Context-Aware Sentiment Analysis",
    author = "Lee, Yoonhyung  and
      Kim, Yanghoon  and
      Jung, Kyomin",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2043/",
    doi = "10.18653/v1/S19-2043",
    pages = "256--260"
}
@inproceedings{bothe-wermter-2019-moongrad,
    title = "{M}oon{G}rad at {S}em{E}val-2019 Task 3: Ensemble {B}i{RNN}s for Contextual Emotion Detection in Dialogues",
    author = "Bothe, Chandrakant  and
      Wermter, Stefan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2044/",
    doi = "10.18653/v1/S19-2044",
    pages = "261--265"
}
@inproceedings{agrawal-suri-2019-nelec,
    title = "{NELEC} at {S}em{E}val-2019 Task 3: Think Twice Before Going Deep",
    author = "Agrawal, Parag  and
      Suri, Anshuman",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2045/",
    doi = "10.18653/v1/S19-2045",
    pages = "266--271"
}
@inproceedings{farkas-lacko-2019-nl,
    title = "{NL}-{FIIT} at {S}em{E}val-2019 Task 3: Emotion Detection From Conversational Triplets Using Hierarchical Encoders",
    author = "Farkas, Michal  and
      Lacko, Peter",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2046/",
    doi = "10.18653/v1/S19-2046",
    pages = "272--276"
}
@inproceedings{potamias-siolas-2019-ntua,
    title = "{NTUA}-{ISL}ab at {S}em{E}val-2019 Task 3: Determining emotions in contextual conversations with deep learning",
    author = "Potamias, Rolandos Alexandros  and
      Siolas, Georgios",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2047/",
    doi = "10.18653/v1/S19-2047",
    pages = "277--281"
}
@inproceedings{zhong-miao-2019-ntuer,
    title = "ntuer at {S}em{E}val-2019 Task 3: Emotion Classification with Word and Sentence Representations in {RCNN}",
    author = "Zhong, Peixiang  and
      Miao, Chunyan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2048/",
    doi = "10.18653/v1/S19-2048",
    pages = "282--286"
}
@inproceedings{ma-etal-2019-pkuse,
    title = "{PKUSE} at {S}em{E}val-2019 Task 3: Emotion Detection with Emotion-Oriented Neural Attention Network",
    author = "Ma, Luyao  and
      Zhang, Long  and
      Ye, Wei  and
      Hu, Wenhui",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2049/",
    doi = "10.18653/v1/S19-2049",
    pages = "287--291"
}
@inproceedings{nguyen-etal-2019-podlab,
    title = "Podlab at {S}em{E}val-2019 Task 3: The Importance of Being Shallow",
    author = "Nguyen, Andrew  and
      South, Tobin  and
      Bean, Nigel  and
      Tuke, Jonathan  and
      Mitchell, Lewis",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2050/",
    doi = "10.18653/v1/S19-2050",
    pages = "292--296"
}
@inproceedings{rebiai-etal-2019-scia,
    title = "{SCIA} at {S}em{E}val-2019 Task 3: Sentiment Analysis in Textual Conversations Using Deep Learning",
    author = "Rebiai, Zinedine  and
      Andersen, Simon  and
      Debrenne, Antoine  and
      Lafargue, Victor",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2051/",
    doi = "10.18653/v1/S19-2051",
    pages = "297--301"
}
@inproceedings{anderson-2019-sentim,
    title = "Sentim at {S}em{E}val-2019 Task 3: Convolutional Neural Networks For Sentiment in Conversations",
    author = "Anderson, Jacob",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2052/",
    doi = "10.18653/v1/S19-2052",
    pages = "302--306"
}
@inproceedings{plaza-del-arco-etal-2019-sinai,
    title = "{SINAI} at {S}em{E}val-2019 Task 3: Using affective features for emotion classification in textual conversations",
    author = "Plaza-del-Arco, Flor Miriam  and
      Molina-Gonz{\'a}lez, M. Dolores  and
      Martin, Maite  and
      Ure{\~n}a-L{\'o}pez, L. Alfonso",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2053/",
    doi = "10.18653/v1/S19-2053",
    pages = "307--311"
}
@inproceedings{bae-etal-2019-snu,
    title = "{SNU} {IDS} at {S}em{E}val-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification",
    author = "Bae, Sanghwan  and
      Choi, Jihun  and
      Lee, Sang-goo",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2054/",
    doi = "10.18653/v1/S19-2054",
    pages = "312--317"
}
@inproceedings{b-etal-2019-ssn,
    title = "{SSN}{\_}{NLP} at {S}em{E}val-2019 Task 3: Contextual Emotion Identification from Textual Conversation using {S}eq2{S}eq Deep Neural Network",
    author = "B., Senthil Kumar  and
      D., Thenmozhi  and
      Chandrabose, Aravindan  and
      Sharavanan, Srinethe",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2055/",
    doi = "10.18653/v1/S19-2055",
    pages = "318--323"
}
@inproceedings{polignano-etal-2019-swap,
    title = "{SWAP} at {S}em{E}val-2019 Task 3: Emotion detection in conversations through Tweets, {CNN} and {LSTM} deep neural networks",
    author = "Polignano, Marco  and
      de Gemmis, Marco  and
      Semeraro, Giovanni",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2056/",
    doi = "10.18653/v1/S19-2056",
    pages = "324--329"
}
@inproceedings{basile-etal-2019-symantoresearch,
    title = "{S}ymanto{R}esearch at {S}em{E}val-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations",
    author = "Basile, Angelo  and
      Franco-Salvador, Marc  and
      Pawar, Neha  and
      {\v{S}}tajner, Sanja  and
      Chinea Rios, Mara  and
      Benajiba, Yassine",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2057/",
    doi = "10.18653/v1/S19-2057",
    pages = "330--334"
}
@inproceedings{maity-2019-tdbot,
    title = "{TDB}ot at {S}em{E}val-2019 Task 3: Context Aware Emotion Detection Using A Conditioned Classification Approach",
    author = "Maity, Sourabh",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2058/",
    doi = "10.18653/v1/S19-2058",
    pages = "335--339"
}
@inproceedings{ge-etal-2019-thu,
    title = "{THU}{\_}{NGN} at {S}em{E}val-2019 Task 3: Dialog Emotion Classification using Attentional {LSTM}-{CNN}",
    author = "Ge, Suyu  and
      Qi, Tao  and
      Wu, Chuhan  and
      Huang, Yongfeng",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2059/",
    doi = "10.18653/v1/S19-2059",
    pages = "340--344"
}
@inproceedings{liang-etal-2019-thu,
    title = "{THU}-{HCSI} at {S}em{E}val-2019 Task 3: Hierarchical Ensemble Classification of Contextual Emotion in Conversation",
    author = "Liang, Xihao  and
      Ma, Ye  and
      Xu, Mingxing",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2060/",
    doi = "10.18653/v1/S19-2060",
    pages = "345--349"
}
@inproceedings{yang-etal-2019-tokyotech,
    title = "{T}okyo{T}ech{\_}{NLP} at {S}em{E}val-2019 Task 3: Emotion-related Symbols in Emotion Detection",
    author = "Yang, Zhishen  and
      Vijlbrief, Sam  and
      Okazaki, Naoaki",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2061/",
    doi = "10.18653/v1/S19-2061",
    pages = "350--354"
}
@inproceedings{simionescu-etal-2019-uaic,
    title = "{UAIC} at {S}em{E}val-2019 Task 3: Extracting Much from Little",
    author = "Simionescu, Cristian  and
      Stoleru, Ingrid  and
      Lucaci, Diana  and
      Balan, Gheorghe  and
      Bute, Iulian  and
      Iftene, Adrian",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2062/",
    doi = "10.18653/v1/S19-2062",
    pages = "355--359"
}
@inproceedings{li-etal-2019-yun,
    title = "{YUN}-{HPCC} at {S}em{E}val-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation",
    author = "Li, Dawei  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2063/",
    doi = "10.18653/v1/S19-2063",
    pages = "360--364"
}
@inproceedings{siddiqua-etal-2019-kdehateval,
    title = "{KDEH}at{E}val at {S}em{E}val-2019 Task 5: A Neural Network Model for Detecting Hate Speech in {T}witter",
    author = "Siddiqua, Umme Aymun  and
      Chy, Abu Nowshed  and
      Aono, Masaki",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2064/",
    doi = "10.18653/v1/S19-2064",
    pages = "365--370"
}
@inproceedings{baruah-etal-2019-abaruah,
    title = "{ABARUAH} at {S}em{E}val-2019 Task 5 : Bi-directional {LSTM} for Hate Speech Detection",
    author = "Baruah, Arup  and
      Barbhuiya, Ferdous  and
      Dey, Kuntal",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2065/",
    doi = "10.18653/v1/S19-2065",
    pages = "371--376"
}
@inproceedings{rozental-biton-2019-amobee,
    title = "{A}mobee at {S}em{E}val-2019 Tasks 5 and 6: Multiple Choice {CNN} Over Contextual Embedding",
    author = "Rozental, Alon  and
      Biton, Dadi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2066/",
    doi = "10.18653/v1/S19-2066",
    pages = "377--381"
}
@inproceedings{ameer-etal-2019-cic,
    title = "{CIC} at {S}em{E}val-2019 Task 5: Simple Yet Very Efficient Approach to Hate Speech Detection, Aggressive Behavior Detection, and Target Classification in {T}witter",
    author = "Ameer, Iqra  and
      Siddiqui, Muhammad Hammad Fahim  and
      Sidorov, Grigori  and
      Gelbukh, Alexander",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2067/",
    doi = "10.18653/v1/S19-2067",
    pages = "382--386"
}
@inproceedings{almatarneh-etal-2019-citius,
    title = "{C}i{TIUS}-{COLE} at {S}em{E}val-2019 Task 5: Combining Linguistic Features to Identify Hate Speech Against Immigrants and Women on Multilingual Tweets",
    author = "Almatarneh, Sattam  and
      Gamallo, Pablo  and
      Pena, Francisco J. Ribadas",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2068/",
    doi = "10.18653/v1/S19-2068",
    pages = "387--390"
}
@inproceedings{zhang-etal-2019-grunn2019,
    title = "Grunn2019 at {S}em{E}val-2019 Task 5: Shared Task on Multilingual Detection of Hate",
    author = "Zhang, Mike  and
      David, Roy  and
      Graumans, Leon  and
      Timmerman, Gerben",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2069/",
    doi = "10.18653/v1/S19-2069",
    pages = "391--395"
}
@inproceedings{benito-etal-2019-gsi,
    title = "{GSI}-{UPM} at {S}em{E}val-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on {T}witter",
    author = "Benito, Diego  and
      Araque, Oscar  and
      Iglesias, Carlos A.",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2070/",
    doi = "10.18653/v1/S19-2070",
    pages = "396--403"
}
@inproceedings{chakravartula-2019-hateminer,
    title = "{HATEMINER} at {S}em{E}val-2019 Task 5: Hate speech detection against Immigrants and Women in {T}witter using a Multinomial Naive {B}ayes Classifier",
    author = "Chakravartula, Nikhil",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2071/",
    doi = "10.18653/v1/S19-2071",
    pages = "404--408"
}
@inproceedings{nina-alcocer-2019-haterecognizer,
    title = "{HATER}ecognizer at {S}em{E}val-2019 Task 5: Using Features and Neural Networks to Face Hate Recognition",
    author = "Nina-Alcocer, Victor",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2072/",
    doi = "10.18653/v1/S19-2072",
    pages = "409--415"
}
@inproceedings{de-la-pena-2019-gl,
    title = "{GL} at {S}em{E}val-2019 Task 5: Identifying hateful tweets with a deep learning approach.",
    author = "De la Pe{\~n}a, Gretel Liz",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2073/",
    doi = "10.18653/v1/S19-2073",
    pages = "416--419"
}
@inproceedings{ribeiro-silva-2019-inf,
    title = "{INF}-{H}at{E}val at {S}em{E}val-2019 Task 5: Convolutional Neural Networks for Hate Speech Detection Against Women and Immigrants on {T}witter",
    author = "Ribeiro, Alison  and
      Silva, N{\'a}dia",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2074/",
    doi = "10.18653/v1/S19-2074",
    pages = "420--425"
}
@inproceedings{hacohen-kerner-etal-2019-jctdhs,
    title = "{JCTDHS} at {S}em{E}val-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods",
    author = "HaCohen-Kerner, Yaakov  and
      Shayovitz, Elyashiv  and
      Rochman, Shalom  and
      Cahn, Eli  and
      Didi, Gal  and
      Ben-David, Ziv",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2075/",
    doi = "10.18653/v1/S19-2075",
    pages = "426--430"
}
@inproceedings{winter-kern-2019-know,
    title = "Know-Center at {S}em{E}val-2019 Task 5: Multilingual Hate Speech Detection on {T}witter using {CNN}s",
    author = "Winter, Kevin  and
      Kern, Roman",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2076/",
    doi = "10.18653/v1/S19-2076",
    pages = "431--435"
}
@inproceedings{bauwelinck-etal-2019-lt3,
    title = "{LT}3 at {S}em{E}val-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in {T}witter (hat{E}val)",
    author = "Bauwelinck, Nina  and
      Jacobs, Gilles  and
      Hoste, V{\'e}ronique  and
      Lefever, Els",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2077/",
    doi = "10.18653/v1/S19-2077",
    pages = "436--440"
}
@inproceedings{zhang-etal-2019-ltl,
    title = "ltl.uni-due at {S}em{E}val-2019 Task 5: Simple but Effective Lexico-Semantic Features for Detecting Hate Speech in {T}witter",
    author = "Zhang, Huangpan  and
      Wojatzki, Michael  and
      Horsmann, Tobias  and
      Zesch, Torsten",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2078/",
    doi = "10.18653/v1/S19-2078",
    pages = "441--446"
}
@inproceedings{argota-vega-etal-2019-mineriaunam,
    title = "{M}ineria{UNAM} at {S}em{E}val-2019 Task 5: Detecting Hate Speech in {T}witter using Multiple Features in a Combinatorial Framework",
    author = "Argota Vega, Luis Enrique  and
      Reyes-Maga{\~n}a, Jorge Carlos  and
      G{\'o}mez-Adorno, Helena  and
      Bel-Enguix, Gemma",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2079/",
    doi = "10.18653/v1/S19-2079",
    pages = "447--452"
}
@inproceedings{gertner-etal-2019-mitre,
    title = "{MITRE} at {S}em{E}val-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection",
    author = "Gertner, Abigail  and
      Henderson, John  and
      Merkhofer, Elizabeth  and
      Marsh, Amy  and
      Wellner, Ben  and
      Zarrella, Guido",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2080/",
    doi = "10.18653/v1/S19-2080",
    pages = "453--459"
}
@inproceedings{garibo-i-orts-2019-multilingual,
    title = "Multilingual Detection of Hate Speech Against Immigrants and Women in {T}witter at {S}em{E}val-2019 Task 5: Frequency Analysis Interpolation for Hate in Speech Detection",
    author = "Garibo i Orts, {\`O}scar",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2081/",
    doi = "10.18653/v1/S19-2081",
    pages = "460--463"
}
@inproceedings{bojkovsky-pikuliak-2019-stufiit,
    title = "{STUFIIT} at {S}em{E}val-2019 Task 5: Multilingual Hate Speech Detection on {T}witter with {MUSE} and {ELM}o Embeddings",
    author = "Bojkovsk{\'y}, Michal  and
      Pikuliak, Mat{\'u}{\v{s}}",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2082/",
    doi = "10.18653/v1/S19-2082",
    pages = "464--468"
}
@inproceedings{benballa-etal-2019-saagie,
    title = "Saagie at {S}emeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification",
    author = "Benballa, Miriam  and
      Collet, Sebastien  and
      Picot-Clemente, Romain",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2083/",
    doi = "10.18653/v1/S19-2083",
    pages = "469--475"
}
@inproceedings{plaza-del-arco-etal-2019-sinai-semeval,
    title = "{SINAI} at {S}em{E}val-2019 Task 5: Ensemble learning to detect hate speech against inmigrants and women in {E}nglish and {S}panish tweets",
    author = "Plaza-del-Arco, Flor Miriam  and
      Molina-Gonz{\'a}lez, M. Dolores  and
      Martin, Maite  and
      Ure{\~n}a-L{\'o}pez, L. Alfonso",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2084/",
    doi = "10.18653/v1/S19-2084",
    pages = "476--479"
}
@inproceedings{montejo-raez-etal-2019-sinai,
    title = "{SINAI}-{DL} at {S}em{E}val-2019 Task 5: Recurrent networks and data augmentation by paraphrasing",
    author = "Montejo-R{\'a}ez, Arturo  and
      Jim{\'e}nez-Zafra, Salud Mar{\'i}a  and
      Garc{\'i}a-Cumbreras, Miguel A.  and
      D{\'i}az-Galiano, Manuel Carlos",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2085/",
    doi = "10.18653/v1/S19-2085",
    pages = "480--483"
}
@inproceedings{nourbakhsh-etal-2019-sthruggle,
    title = "sthruggle at {S}em{E}val-2019 Task 5: An Ensemble Approach to Hate Speech Detection",
    author = "Nourbakhsh, Aria  and
      Vermeer, Frida  and
      Wiltvank, Gijs  and
      van der Goot, Rob",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2086/",
    doi = "10.18653/v1/S19-2086",
    pages = "484--488"
}
@inproceedings{chiril-etal-2019-binary,
    title = "The binary trio at {S}em{E}val-2019 Task 5: Multitarget Hate Speech Detection in Tweets",
    author = "Chiril, Patricia  and
      Benamara Zitoune, Farah  and
      Moriceau, V{\'e}ronique  and
      Kumar, Abhishek",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2087/",
    doi = "10.18653/v1/S19-2087",
    pages = "489--493"
}
@inproceedings{garain-basu-2019-titans,
    title = "The Titans at {S}em{E}val-2019 Task 5: Detection of hate speech against immigrants and women in {T}witter",
    author = "Garain, Avishek  and
      Basu, Arpan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2088/",
    doi = "10.18653/v1/S19-2088",
    pages = "494--497"
}
@inproceedings{manolescu-etal-2019-tueval,
    title = "{T}u{E}val at {S}em{E}val-2019 Task 5: {LSTM} Approach to Hate Speech Detection in {E}nglish and {S}panish",
    author = {Manolescu, Mihai  and
      L{\"o}fflad, Denise  and
      Mohamed Saber, Adham Nasser  and
      Moradipour Tari, Masoumeh},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2089/",
    doi = "10.18653/v1/S19-2089",
    pages = "498--502"
}
@inproceedings{mulki-etal-2019-tw,
    title = "Tw-{S}t{AR} at {S}em{E}val-2019 Task 5: N-gram embeddings for Hate Speech Detection in Multilingual Tweets",
    author = "Mulki, Hala  and
      Bechikh Ali, Chedi  and
      Haddad, Hatem  and
      Babao{\u{g}}lu, Ismail",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2090/",
    doi = "10.18653/v1/S19-2090",
    pages = "503--507"
}
@inproceedings{perello-etal-2019-ua,
    title = "{UA} at {S}em{E}val-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection",
    author = "Perell{\'o}, Carlos  and
      Tom{\'a}s, David  and
      Garcia-Garcia, Alberto  and
      Garcia-Rodriguez, Jose  and
      Camacho-Collados, Jose",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2091/",
    doi = "10.18653/v1/S19-2091",
    pages = "508--513"
}
@inproceedings{hakimi-parizi-etal-2019-unbnlp,
    title = "{UNBNLP} at {S}em{E}val-2019 Task 5 and 6: Using Language Models to Detect Hate Speech and Offensive Language",
    author = "Hakimi Parizi, Ali  and
      King, Milton  and
      Cook, Paul",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2092/",
    doi = "10.18653/v1/S19-2092",
    pages = "514--518"
}
@inproceedings{paetzold-etal-2019-utfpr,
    title = "{UTFPR} at {S}em{E}val-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks",
    author = "Paetzold, Gustavo Henrique  and
      Zampieri, Marcos  and
      Malmasi, Shervin",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2093/",
    doi = "10.18653/v1/S19-2093",
    pages = "519--523"
}
@inproceedings{raiyani-etal-2019-vista,
    title = "Vista.ue at {S}em{E}val-2019 Task 5: Single Multilingual Hate Speech Detection Model",
    author = "Raiyani, Kashyap  and
      Gon{\c{c}}alves, Teresa  and
      Quaresma, Paulo  and
      Nogueira, Vitor",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2094/",
    doi = "10.18653/v1/S19-2094",
    pages = "524--528"
}
@inproceedings{wang-ding-2019-ynu,
    title = "{YNU} {NLP} at {S}em{E}val-2019 Task 5: Attention and Capsule Ensemble for Identifying Hate Speech",
    author = "Wang, Bin  and
      Ding, Haiyan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2095/",
    doi = "10.18653/v1/S19-2095",
    pages = "529--534"
}
@inproceedings{ding-etal-2019-ynu,
    title = "{YNU}{\_}{DYX} at {S}em{E}val-2019 Task 5: A Stacked {B}i{GRU} Model Based on Capsule Network in Detection of Hate",
    author = "Ding, Yunxia  and
      Zhou, Xiaobing  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2096/",
    doi = "10.18653/v1/S19-2096",
    pages = "535--539"
}
@inproceedings{sridharan-tr-2019-amrita,
    title = "Amrita School of Engineering - {CSE} at {S}em{E}val-2019 Task 6: Manipulating Attention with Temporal Convolutional Neural Network for Offense Identification and Classification",
    author = "Sridharan, Murali  and
      TR, Swapna",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2097/",
    doi = "10.18653/v1/S19-2097",
    pages = "540--546"
}
@inproceedings{kumar-etal-2019-bhanodaig,
    title = "bhanodaig at {S}em{E}val-2019 Task 6: Categorizing Offensive Language in social media",
    author = "Kumar, Ritesh  and
      Bhanodai, Guggilla  and
      Pamula, Rajendra  and
      Chennuru, Maheswara Reddy",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2098/",
    doi = "10.18653/v1/S19-2098",
    pages = "547--550"
}
@inproceedings{wu-etal-2019-bnu,
    title = "{BNU}-{HKBU} {UIC} {NLP} Team 2 at {S}em{E}val-2019 Task 6: Detecting Offensive Language Using {BERT} model",
    author = "Wu, Zhenghao  and
      Zheng, Hao  and
      Wang, Jianming  and
      Su, Weifeng  and
      Fong, Jefferson",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2099/",
    doi = "10.18653/v1/S19-2099",
    pages = "551--555"
}
@inproceedings{aglionby-etal-2019-camsterdam,
    title = "{CAM}sterdam at {S}em{E}val-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets",
    author = "Aglionby, Guy  and
      Davis, Chris  and
      Mishra, Pushkar  and
      Caines, Andrew  and
      Yannakoudakis, Helen  and
      Rei, Marek  and
      Shutova, Ekaterina  and
      Buttery, Paula",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2100/",
    doi = "10.18653/v1/S19-2100",
    pages = "556--563"
}
@inproceedings{zhang-etal-2019-cn,
    title = "{CN}-{HIT}-{MI}.{T} at {S}em{E}val-2019 Task 6: Offensive Language Identification Based on {B}i{LSTM} with Double Attention",
    author = "Zhang, Yaojie  and
      Xu, Bing  and
      Zhao, Tiejun",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2101/",
    doi = "10.18653/v1/S19-2101",
    pages = "564--570"
}
@inproceedings{pavlopoulos-etal-2019-convai,
    title = "{C}onv{AI} at {S}em{E}val-2019 Task 6: Offensive Language Identification and Categorization with Perspective and {BERT}",
    author = "Pavlopoulos, John  and
      Thain, Nithum  and
      Dixon, Lucas  and
      Androutsopoulos, Ion",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2102/",
    doi = "10.18653/v1/S19-2102",
    pages = "571--576"
}
@inproceedings{modha-etal-2019-da,
    title = "{DA}-{LD}-{H}ildesheim at {S}em{E}val-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation",
    author = "Modha, Sandip  and
      Majumder, Prasenjit  and
      Patel, Daksh",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2103/",
    doi = "10.18653/v1/S19-2103",
    pages = "577--581"
}
@inproceedings{de-la-pena-rosso-2019-deepanalyzer,
    title = "{D}eep{A}nalyzer at {S}em{E}val-2019 Task 6: A deep learning-based ensemble method for identifying offensive tweets",
    author = "De la Pe{\~n}a, Gretel Liz  and
      Rosso, Paolo",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2104/",
    doi = "10.18653/v1/S19-2104",
    pages = "582--586"
}
@inproceedings{kapil-etal-2019-nlp,
    title = "{NLP} at {S}em{E}val-2019 Task 6: Detecting Offensive language using Neural Networks",
    author = "Kapil, Prashant  and
      Ekbal, Asif  and
      Das, Dipankar",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2105/",
    doi = "10.18653/v1/S19-2105",
    pages = "587--592"
}
@inproceedings{pedersen-2019-duluth,
    title = "{D}uluth at {S}em{E}val-2019 Task 6: Lexical Approaches to Identify and Categorize Offensive Tweets",
    author = "Pedersen, Ted",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2106/",
    doi = "10.18653/v1/S19-2106",
    pages = "593--599"
}
@inproceedings{kebriaei-etal-2019-emad,
    title = "Emad at {S}em{E}val-2019 Task 6: Offensive Language Identification using Traditional Machine Learning and Deep Learning approaches",
    author = "Kebriaei, Emad  and
      Karimi, Samaneh  and
      Sabri, Nazanin  and
      Shakery, Azadeh",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2107/",
    doi = "10.18653/v1/S19-2107",
    pages = "600--603"
}
@inproceedings{pelicon-etal-2019-embeddia,
    title = "Embeddia at {S}em{E}val-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches",
    author = "Pelicon, Andra{\v{z}}  and
      Martinc, Matej  and
      Kralj Novak, Petra",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2108/",
    doi = "10.18653/v1/S19-2108",
    pages = "604--610"
}
@inproceedings{indurthi-etal-2019-fermi-semeval,
    title = "Fermi at {S}em{E}val-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings",
    author = "Indurthi, Vijayasaradhi  and
      Syed, Bakhtiyar  and
      Shrivastava, Manish  and
      Gupta, Manish  and
      Varma, Vasudeva",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2109/",
    doi = "10.18653/v1/S19-2109",
    pages = "611--616"
}
@inproceedings{doostmohammadi-etal-2019-ghmerti,
    title = "Ghmerti at {S}em{E}val-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language Identification",
    author = "Doostmohammadi, Ehsan  and
      Sameti, Hossein  and
      Saffar, Ali",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2110/",
    doi = "10.18653/v1/S19-2110",
    pages = "617--621"
}
@inproceedings{bansal-etal-2019-tubingen,
    title = {{HAD}-{T}{\"u}bingen at {S}em{E}val-2019 Task 6: Deep Learning Analysis of Offensive Language on {T}witter: Identification and Categorization},
    author = "Bansal, Himanshu  and
      Nagel, Daniel  and
      Soloveva, Anita",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2111/",
    doi = "10.18653/v1/S19-2111",
    pages = "622--627"
}
@inproceedings{oberstrass-etal-2019-hhu,
    title = "{HHU} at {S}em{E}val-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with {ELM}o",
    author = "Oberstrass, Alexander  and
      Romberg, Julia  and
      Stoll, Anke  and
      Conrad, Stefan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2112/",
    doi = "10.18653/v1/S19-2112",
    pages = "628--634"
}
@inproceedings{patras-etal-2019-hope,
    title = "Hope at {S}em{E}val-2019 Task 6: Mining social media language to discover offensive language",
    author = "Patras, Gabriel Florentin  and
      Lungu, Diana Florina  and
      Gifu, Daniela  and
      Trandabat, Diana",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2113/",
    doi = "10.18653/v1/S19-2113",
    pages = "635--638"
}
@inproceedings{graff-etal-2019-ingeotec,
    title = "{INGEOTEC} at {S}em{E}val-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification",
    author = "Graff, Mario  and
      Miranda-Jim{\'e}nez, Sabino  and
      Tellez, Eric  and
      Ochoa, Daniela Alejandra",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2114/",
    doi = "10.18653/v1/S19-2114",
    pages = "639--644"
}
@inproceedings{hacohen-kerner-etal-2019-jcticol,
    title = "{JCTICOL} at {S}em{E}val-2019 Task 6: Classifying Offensive Language in Social Media using Deep Learning Methods, Word/Character N-gram Features, and Preprocessing Methods",
    author = "HaCohen-Kerner, Yaakov  and
      Ben-David, Ziv  and
      Didi, Gal  and
      Cahn, Eli  and
      Rochman, Shalom  and
      Shayovitz, Elyashiv",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2115/",
    doi = "10.18653/v1/S19-2115",
    pages = "645--651"
}
@inproceedings{han-etal-2019-jhan014,
    title = "jhan014 at {S}em{E}val-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media",
    author = "Han, Jiahui  and
      Wu, Shengtan  and
      Liu, Xinyu",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2116/",
    doi = "10.18653/v1/S19-2116",
    pages = "652--656"
}
@inproceedings{torres-vaca-2019-jtml,
    title = "{JTML} at {S}em{E}val-2019 Task 6: Offensive Tweets Identification using Convolutional Neural Networks",
    author = "Torres, Johnny  and
      Vaca, Carmen",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2117/",
    doi = "10.18653/v1/S19-2117",
    pages = "657--661"
}
@inproceedings{mukherjee-etal-2019-ju,
    title = "{JU}{\_}{ETCE}{\_}17{\_}21 at {S}em{E}val-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in Tweets",
    author = "Mukherjee, Preeti  and
      Pal, Mainak  and
      Banerjee, Somnath  and
      Naskar, Sudip Kumar",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2118/",
    doi = "10.18653/v1/S19-2118",
    pages = "662--667"
}
@inproceedings{rani-ojha-2019-kmi,
    title = "{KMI}-Coling at {S}em{E}val-2019 Task 6: Exploring N-grams for Offensive Language detection",
    author = "Rani, Priya  and
      Ojha, Atul Kr.",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2119/",
    doi = "10.18653/v1/S19-2119",
    pages = "668--671"
}
@inproceedings{mut-altin-etal-2019-lastus,
    title = "{L}a{STUS}/{TALN} at {S}em{E}val-2019 Task 6: Identification and Categorization of Offensive Language in Social Media with Attention-based {B}i-{LSTM} model",
    author = "Mut Altin, Lutfiye Seda  and
      Bravo Serrano, {\`A}lex  and
      Saggion, Horacio",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2120/",
    doi = "10.18653/v1/S19-2120",
    pages = "672--677"
}
@inproceedings{aggarwal-etal-2019-ltl,
    title = "{LTL}-{UDE} at {S}em{E}val-2019 Task 6: {BERT} and Two-Vote Classification for Categorizing Offensiveness",
    author = "Aggarwal, Piush  and
      Horsmann, Tobias  and
      Wojatzki, Michael  and
      Zesch, Torsten",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2121/",
    doi = "10.18653/v1/S19-2121",
    pages = "678--682"
}
@inproceedings{mahata-etal-2019-midas,
    title = "{MIDAS} at {S}em{E}val-2019 Task 6: Identifying Offensive Posts and Targeted Offense from {T}witter",
    author = "Mahata, Debanjan  and
      Zhang, Haimin  and
      Uppal, Karan  and
      Kumar, Yaman  and
      Shah, Rajiv Ratn  and
      Shahid, Simra  and
      Mehnaz, Laiba  and
      Anand, Sarthak",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2122/",
    doi = "10.18653/v1/S19-2122",
    pages = "683--690"
}
@inproceedings{nikolov-radivchev-2019-nikolov,
    title = "Nikolov-Radivchev at {S}em{E}val-2019 Task 6: Offensive Tweet Classification with {BERT} and Ensembles",
    author = "Nikolov, Alex  and
      Radivchev, Victor",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2123/",
    doi = "10.18653/v1/S19-2123",
    pages = "691--695"
}
@inproceedings{swamy-etal-2019-nit,
    title = "{NIT}{\_}{A}gartala{\_}{NLP}{\_}{T}eam at {S}em{E}val-2019 Task 6: An Ensemble Approach to Identifying and Categorizing Offensive Language in {T}witter Social Media Corpora",
    author = {Swamy, Steve Durairaj  and
      Jamatia, Anupam  and
      Gamb{\"a}ck, Bj{\"o}rn  and
      Das, Amitava},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2124/",
    doi = "10.18653/v1/S19-2124",
    pages = "696--703"
}
@inproceedings{rusert-srinivasan-2019-nlp,
    title = "{NLP}@{UIOWA} at {S}em{E}val-2019 Task 6: Classifying the Crass using Multi-windowed {CNN}s",
    author = "Rusert, Jonathan  and
      Srinivasan, Padmini",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2125/",
    doi = "10.18653/v1/S19-2125",
    pages = "704--711"
}
@inproceedings{seganti-etal-2019-nlpr,
    title = "{NLPR}@{SRPOL} at {S}em{E}val-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier",
    author = "Seganti, Alessandro  and
      Sobol, Helena  and
      Orlova, Iryna  and
      Kim, Hannam  and
      Staniszewski, Jakub  and
      Krumholc, Tymoteusz  and
      Koziel, Krystian",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2126/",
    doi = "10.18653/v1/S19-2126",
    pages = "712--721"
}
@inproceedings{mitrovic-etal-2019-nlpup,
    title = "nlp{UP} at {S}em{E}val-2019 Task 6: A Deep Neural Language Model for Offensive Language Detection",
    author = "Mitrovi{\'c}, Jelena  and
      Birkeneder, Bastian  and
      Granitzer, Michael",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2127/",
    doi = "10.18653/v1/S19-2127",
    pages = "722--726"
}
@inproceedings{singh-chand-2019-pardeep,
    title = "Pardeep at {S}em{E}val-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Deep Learning",
    author = "Singh, Pardeep  and
      Chand, Satish",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2128/",
    doi = "10.18653/v1/S19-2128",
    pages = "727--734"
}
@inproceedings{plaza-del-arco-etal-2019-sinai-semeval-2019,
    title = "{SINAI} at {S}em{E}val-2019 Task 6: Incorporating lexicon knowledge into {SVM} learning to identify and categorize offensive language in social media",
    author = "Plaza-del-Arco, Flor Miriam  and
      Molina-Gonz{\'a}lez, M. Dolores  and
      Martin, Maite  and
      Ure{\~n}a-L{\'o}pez, L. Alfonso",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2129/",
    doi = "10.18653/v1/S19-2129",
    pages = "735--738"
}
@inproceedings{d-etal-2019-ssn,
    title = "{SSN}{\_}{NLP} at {S}em{E}val-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches",
    author = "D., Thenmozhi  and
      B., Senthil Kumar  and
      Sharavanan, Srinethe  and
      Chandrabose, Aravindan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2130/",
    doi = "10.18653/v1/S19-2130",
    pages = "739--744"
}
@inproceedings{fortuna-etal-2019-stop,
    title = "Stop {P}ropag{H}ate at {S}em{E}val-2019 Tasks 5 and 6: Are abusive language classification results reproducible?",
    author = "Fortuna, Paula  and
      Soler-Company, Juan  and
      Nunes, S{\'e}rgio",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2131/",
    doi = "10.18653/v1/S19-2131",
    pages = "745--752"
}
@inproceedings{suseelan-etal-2019-techssn,
    title = "{TECHSSN} at {S}em{E}val-2019 Task 6: Identifying and Categorizing Offensive Language in Tweets using Deep Neural Networks",
    author = "Balasubramanian, Logesh  and
      Sathish Kumar, Harshini  and
      Bandlamudi, Geetika  and
      Sivasankaran, Dyaneswaran  and
      Sivanaiah, Rajalakshmi  and
      Suseelan, Angel Deborah  and
      Rajendram, Sakaya Milton  and
      Thanka Nadar Thanagathai, Mirnalinee",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2132/",
    doi = "10.18653/v1/S19-2132",
    pages = "753--758"
}
@inproceedings{garain-basu-2019-titans-semeval,
    title = "The Titans at {S}em{E}val-2019 Task 6: Offensive Language Identification, Categorization and Target Identification",
    author = "Garain, Avishek  and
      Basu, Arpan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2133/",
    doi = "10.18653/v1/S19-2133",
    pages = "759--762"
}
@inproceedings{kannan-stein-2019-tukast,
    title = {{T}{\"u}{K}a{S}t at {S}em{E}val-2019 Task 6: Something Old, Something Neu(ral): Traditional and Neural Approaches to Offensive Text Classification},
    author = "Kannan, Madeeswaran  and
      Stein, Lukas",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2134/",
    doi = "10.18653/v1/S19-2134",
    pages = "763--769"
}
@inproceedings{shushkevich-etal-2019-tuvd,
    title = "{TUVD} team at {S}em{E}val-2019 Task 6: Offense Target Identification",
    author = "Shushkevich, Elena  and
      Cardiff, John  and
      Rosso, Paolo",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2135/",
    doi = "10.18653/v1/S19-2135",
    pages = "770--774"
}
@inproceedings{rajendran-etal-2019-ubc,
    title = "{UBC}-{NLP} at {S}em{E}val-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data",
    author = "Rajendran, Arun  and
      Zhang, Chiyu  and
      Abdul-Mageed, Muhammad",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2136/",
    doi = "10.18653/v1/S19-2136",
    pages = "775--781"
}
@inproceedings{wiedemann-etal-2019-uhh,
    title = "{UHH}-{LT} at {S}em{E}val-2019 Task 6: Supervised vs. Unsupervised Transfer Learning for Offensive Language Detection",
    author = "Wiedemann, Gregor  and
      Ruppert, Eugen  and
      Biemann, Chris",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2137/",
    doi = "10.18653/v1/S19-2137",
    pages = "782--787"
}
@inproceedings{zhu-etal-2019-um,
    title = "{UM}-{IU}@{LING} at {S}em{E}val-2019 Task 6: Identifying Offensive Tweets Using {BERT} and {SVM}s",
    author = {Zhu, Jian  and
      Tian, Zuoyu  and
      K{\"u}bler, Sandra},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2138/",
    doi = "10.18653/v1/S19-2138",
    pages = "788--795"
}
@inproceedings{goel-sharma-2019-usf,
    title = "{USF} at {S}em{E}val-2019 Task 6: Offensive Language Detection Using {LSTM} With Word Embeddings",
    author = "Goel, Bharti  and
      Sharma, Ravi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2139/",
    doi = "10.18653/v1/S19-2139",
    pages = "796--800"
}
@inproceedings{paetzold-2019-utfpr,
    title = "{UTFPR} at {S}em{E}val-2019 Task 6: Relying on Compositionality to Find Offense",
    author = "Paetzold, Gustavo Henrique",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2140/",
    doi = "10.18653/v1/S19-2140",
    pages = "801--805"
}
@inproceedings{ramakrishnan-etal-2019-uva,
    title = "{UVA} Wahoos at {S}em{E}val-2019 Task 6: Hate Speech Identification using Ensemble Machine Learning",
    author = "Ramakrishnan, Murugesan  and
      Zadrozny, Wlodek  and
      Tabari, Narges",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2141/",
    doi = "10.18653/v1/S19-2141",
    pages = "806--811"
}
@inproceedings{zhou-etal-2019-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2019 Task 6: Identifying and Categorising Offensive Language on {T}witter",
    author = "Zhou, Chengjin  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2142/",
    doi = "10.18653/v1/S19-2142",
    pages = "812--817"
}
@inproceedings{wang-etal-2019-ynuwb,
    title = "{YNUWB} at {S}em{E}val-2019 Task 6: K-max pooling {CNN} with average meta-embedding for identifying offensive language",
    author = "Wang, Bin  and
      Zhou, Xiaobing  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2143/",
    doi = "10.18653/v1/S19-2143",
    pages = "818--822"
}
@inproceedings{el-zanaty-2019-zeyad,
    title = "Zeyad at {S}em{E}val-2019 Task 6: That{'}s Offensive! An All-Out Search For An Ensemble To Identify And Categorize Offense in Tweets.",
    author = "El-Zanaty, Zeyad",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2144/",
    doi = "10.18653/v1/S19-2144",
    pages = "823--828"
}
@inproceedings{kiesel-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 4: Hyperpartisan News Detection",
    author = "Kiesel, Johannes  and
      Mestre, Maria  and
      Shukla, Rishabh  and
      Vincent, Emmanuel  and
      Adineh, Payam  and
      Corney, David  and
      Stein, Benno  and
      Potthast, Martin",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2145/",
    doi = "10.18653/v1/S19-2145",
    pages = "829--839"
}
@inproceedings{jiang-etal-2019-team,
    title = "Team Bertha von Suttner at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection using {ELM}o Sentence Representation Convolutional Network",
    author = "Jiang, Ye  and
      Petrak, Johann  and
      Song, Xingyi  and
      Bontcheva, Kalina  and
      Maynard, Diana",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2146/",
    doi = "10.18653/v1/S19-2146",
    pages = "840--844"
}
@inproceedings{gorrell-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 7: {R}umour{E}val, Determining Rumour Veracity and Support for Rumours",
    author = "Gorrell, Genevieve  and
      Kochkina, Elena  and
      Liakata, Maria  and
      Aker, Ahmet  and
      Zubiaga, Arkaitz  and
      Bontcheva, Kalina  and
      Derczynski, Leon",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2147/",
    doi = "10.18653/v1/S19-2147",
    pages = "845--854"
}
@inproceedings{li-etal-2019-eventai,
    title = "event{AI} at {S}em{E}val-2019 Task 7: Rumor Detection on Social Media by Exploiting Content, User Credibility and Propagation Information",
    author = "Li, Quanzhi  and
      Zhang, Qiong  and
      Si, Luo",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2148/",
    doi = "10.18653/v1/S19-2148",
    pages = "855--859"
}
@inproceedings{mihaylova-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 8: Fact Checking in Community Question Answering Forums",
    author = "Mihaylova, Tsvetomila  and
      Karadzhov, Georgi  and
      Atanasova, Pepa  and
      Baly, Ramy  and
      Mohtarami, Mitra  and
      Nakov, Preslav",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2149/",
    doi = "10.18653/v1/S19-2149",
    pages = "860--869"
}
@inproceedings{lv-etal-2019-autohome,
    title = "{AUTOHOME}-{ORCA} at {S}em{E}val-2019 Task 8: Application of {BERT} for Fact-Checking in Community Forums",
    author = "Lv, Zhengwei  and
      Liu, Duoxing  and
      Sun, Haifeng  and
      Liang, Xiao  and
      Lei, Tao  and
      Shi, Zhizhong  and
      Zhu, Feng  and
      Yang, Lei",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2150/",
    doi = "10.18653/v1/S19-2150",
    pages = "870--876"
}
@inproceedings{negi-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 9: Suggestion Mining from Online Reviews and Forums",
    author = "Negi, Sapna  and
      Daudert, Tobias  and
      Buitelaar, Paul",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2151/",
    doi = "10.18653/v1/S19-2151",
    pages = "877--887"
}
@inproceedings{yamamoto-sekiya-2019-y,
    title = "m{\_}y at {S}em{E}val-2019 Task 9: Exploring {BERT} for Suggestion Mining",
    author = "Yamamoto, Masahiro  and
      Sekiya, Toshiyuki",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2152/",
    doi = "10.18653/v1/S19-2152",
    pages = "888--892"
}
@inproceedings{hopkins-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 10: Math Question Answering",
    author = "Hopkins, Mark  and
      Le Bras, Ronan  and
      Petrescu-Prahova, Cristian  and
      Stanovsky, Gabriel  and
      Hajishirzi, Hannaneh  and
      Koncel-Kedziorski, Rik",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2153/",
    doi = "10.18653/v1/S19-2153",
    pages = "893--899"
}
@inproceedings{liu-etal-2019-aifu,
    title = "{A}i{F}u at {S}em{E}val-2019 Task 10: A Symbolic and Sub-symbolic Integrated System for {SAT} Math Question Answering",
    author = "Liu, Yifan  and
      Ding, Keyu  and
      Zhou, Yi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2154/",
    doi = "10.18653/v1/S19-2154",
    pages = "900--906"
}
@inproceedings{weissenbacher-etal-2019-semeval,
    title = "{S}em{E}val-2019 Task 12: Toponym Resolution in Scientific Papers",
    author = "Weissenbacher, Davy  and
      Magge, Arjun  and
      O{'}Connor, Karen  and
      Scotch, Matthew  and
      Gonzalez-Hernandez, Graciela",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2155/",
    doi = "10.18653/v1/S19-2155",
    pages = "907--916"
}
@inproceedings{wang-etal-2019-dm,
    title = "{DM}{\_}{NLP} at {S}em{E}val-2018 Task 12: A Pipeline System for Toponym Resolution",
    author = "Wang, Xiaobin  and
      Ma, Chunping  and
      Zheng, Huafei  and
      Liu, Chu  and
      Xie, Pengjun  and
      Li, Linlin  and
      Si, Luo",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2156/",
    doi = "10.18653/v1/S19-2156",
    pages = "917--923"
}
@inproceedings{papadopoulou-etal-2019-brenda,
    title = "Brenda Starr at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection",
    author = "Papadopoulou, Olga  and
      Kordopatis-Zilos, Giorgos  and
      Zampoglou, Markos  and
      Papadopoulos, Symeon  and
      Kompatsiaris, Yiannis",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2157/",
    doi = "10.18653/v1/S19-2157",
    pages = "924--928"
}
@inproceedings{perez-almendros-etal-2019-cardiff,
    title = "{C}ardiff {U}niversity at {S}em{E}val-2019 Task 4: Linguistic Features for Hyperpartisan News Detection",
    author = "P{\'e}rez-Almendros, Carla  and
      Espinosa-Anke, Luis  and
      Schockaert, Steven",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2158/",
    doi = "10.18653/v1/S19-2158",
    pages = "929--933"
}
@inproceedings{gupta-etal-2019-clark,
    title = "{C}lark {K}ent at {S}em{E}val-2019 Task 4: Stylometric Insights into Hyperpartisan News Detection",
    author = "Gupta, Viresh  and
      Kaur Jolly, Baani Leen  and
      Kaur, Ramneek  and
      Chakraborty, Tanmoy",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2159/",
    doi = "10.18653/v1/S19-2159",
    pages = "934--938"
}
@inproceedings{isbister-johansson-2019-dick,
    title = "Dick-Preston and Morbo at {S}em{E}val-2019 Task 4: Transfer Learning for Hyperpartisan News Detection",
    author = "Isbister, Tim  and
      Johansson, Fredrik",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2160/",
    doi = "10.18653/v1/S19-2160",
    pages = "939--943"
}
@inproceedings{agerri-2019-doris,
    title = "Doris {M}artin at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection with Generic Semi-supervised Features",
    author = "Agerri, Rodrigo",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2161/",
    doi = "10.18653/v1/S19-2161",
    pages = "944--948"
}
@inproceedings{sengupta-pedersen-2019-duluth,
    title = "{D}uluth at {S}em{E}val-2019 Task 4: The Pioquinto Manterola Hyperpartisan News Detector",
    author = "Sengupta, Saptarshi  and
      Pedersen, Ted",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2162/",
    doi = "10.18653/v1/S19-2162",
    pages = "949--953"
}
@inproceedings{chakravartula-etal-2019-fermi,
    title = "Fermi at {S}em{E}val-2019 Task 4: The sarah-jane-smith Hyperpartisan News Detector",
    author = "Chakravartula, Nikhil  and
      Indurthi, Vijayasaradhi  and
      Syed, Bakhtiyar",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2163/",
    doi = "10.18653/v1/S19-2163",
    pages = "954--956"
}
@inproceedings{chen-etal-2019-harvey,
    title = "Harvey Mudd College at {S}em{E}val-2019 Task 4: The Carl Kolchak Hyperpartisan News Detector",
    author = "Chen, Celena  and
      Park, Celine  and
      Dwyer, Jason  and
      Medero, Julie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2164/",
    doi = "10.18653/v1/S19-2164",
    pages = "957--961"
}
@inproceedings{drissi-etal-2019-harvey,
    title = "Harvey Mudd College at {S}em{E}val-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector",
    author = "Drissi, Mehdi  and
      Sandoval Segura, Pedro  and
      Ojha, Vivaswat  and
      Medero, Julie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2165/",
    doi = "10.18653/v1/S19-2165",
    pages = "962--966"
}
@inproceedings{amason-etal-2019-harvey,
    title = "Harvey Mudd College at {S}em{E}val-2019 Task 4: The {D}.{X}. Beaumont Hyperpartisan News Detector",
    author = "Amason, Evan  and
      Palanker, Jake  and
      Shen, Mary Clare  and
      Medero, Julie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2166/",
    doi = "10.18653/v1/S19-2166",
    pages = "967--970"
}
@inproceedings{nguyen-etal-2019-nlp,
    title = "{NLP}@{UIT} at {S}em{E}val-2019 Task 4: The Paparazzo Hyperpartisan News Detector",
    author = "Nguyen, Duc-Vu  and
      Dang, Thin  and
      Nguyen, Ngan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2167/",
    doi = "10.18653/v1/S19-2167",
    pages = "971--975"
}
@inproceedings{knauth-2019-orwellian,
    title = "Orwellian-times at {S}em{E}val-2019 Task 4: A Stylistic and Content-based Classifier",
    author = {Knauth, J{\"u}rgen},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2168/",
    doi = "10.18653/v1/S19-2168",
    pages = "976--980"
}
@inproceedings{moreno-etal-2019-rouletabille,
    title = "Rouletabille at {S}em{E}val-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers",
    author = "Moreno, Jose G.  and
      Pitarch, Yoann  and
      Pinel-Sauvagnat, Karen  and
      Hubert, Gilles",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2169/",
    doi = "10.18653/v1/S19-2169",
    pages = "981--984"
}
@inproceedings{alabdulkarim-alhindi-2019-spider,
    title = "Spider-{J}erusalem at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection",
    author = "Alabdulkarim, Amal  and
      Alhindi, Tariq",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2170/",
    doi = "10.18653/v1/S19-2170",
    pages = "985--989"
}
@inproceedings{joo-hwang-2019-steve,
    title = "Steve {M}artin at {S}em{E}val-2019 Task 4: Ensemble Learning Model for Detecting Hyperpartisan News",
    author = "Joo, Youngjun  and
      Hwang, Inchon",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2171/",
    doi = "10.18653/v1/S19-2171",
    pages = "990--994"
}
@inproceedings{palic-etal-2019-takelab,
    title = "{T}ake{L}ab at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection",
    author = "Pali{\'c}, Niko  and
      Vladika, Juraj  and
      {\v{C}}ubeli{\'c}, Dominik  and
      Lovren{\v{c}}i{\'c}, Ivan  and
      Buljan, Maja  and
      {\v{S}}najder, Jan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2172/",
    doi = "10.18653/v1/S19-2172",
    pages = "995--998"
}
@inproceedings{cruz-etal-2019-team,
    title = "Team Fernando-Pessa at {S}em{E}val-2019 Task 4: Back to Basics in Hyperpartisan News Detection",
    author = "Cruz, Andr{\'e}  and
      Rocha, Gil  and
      Sousa-Silva, Rui  and
      Lopes Cardoso, Henrique",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2173/",
    doi = "10.18653/v1/S19-2173",
    pages = "999--1003"
}
@inproceedings{afsarmanesh-etal-2019-team,
    title = "Team Harry Friberg at {S}em{E}val-2019 Task 4: Identifying Hyperpartisan News through Editorially Defined Metatopics",
    author = "Afsarmanesh, Nazanin  and
      Karlgren, Jussi  and
      Sumbler, Peter  and
      Viereckel, Nina",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2174/",
    doi = "10.18653/v1/S19-2174",
    pages = "1004--1006"
}
@inproceedings{mutlu-etal-2019-team,
    title = "Team {H}oward {B}eale at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection with {BERT}",
    author = "Mutlu, Osman  and
      Can, Ozan Arkan  and
      Dayanik, Erenay",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2175/",
    doi = "10.18653/v1/S19-2175",
    pages = "1007--1011"
}
@inproceedings{shaprin-etal-2019-team,
    title = "Team Jack Ryder at {S}em{E}val-2019 Task 4: Using {BERT} Representations for Detecting Hyperpartisan News",
    author = "Shaprin, Daniel  and
      Da San Martino, Giovanni  and
      Barr{\'o}n-Cede{\~n}o, Alberto  and
      Nakov, Preslav",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2176/",
    doi = "10.18653/v1/S19-2176",
    pages = "1012--1015"
}
@inproceedings{anthonio-kloppenburg-2019-team,
    title = "Team Kermit-the-frog at {S}em{E}val-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features",
    author = "Anthonio, Talita  and
      Kloppenburg, Lennart",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2177/",
    doi = "10.18653/v1/S19-2177",
    pages = "1016--1020"
}
@inproceedings{cramerus-scheffler-2019-team,
    title = "Team Kit Kittredge at {S}em{E}val-2019 Task 4: {LSTM} Voting System",
    author = "Cramerus, Rebekah  and
      Scheffler, Tatjana",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2178/",
    doi = "10.18653/v1/S19-2178",
    pages = "1021--1025"
}
@inproceedings{stevanoski-gievska-2019-team,
    title = "Team {N}ed {L}eeds at {S}em{E}val-2019 Task 4: Exploring Language Indicators of Hyperpartisan Reporting",
    author = "Stevanoski, Bozhidar  and
      Gievska, Sonja",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2179/",
    doi = "10.18653/v1/S19-2179",
    pages = "1026--1031"
}
@inproceedings{farber-etal-2019-team,
    title = "Team Peter Brinkmann at {S}em{E}val-2019 Task 4: Detecting Biased News Articles Using Convolutional Neural Networks",
    author = {F{\"a}rber, Michael  and
      Qurdina, Agon  and
      Ahmedi, Lule},
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2180/",
    doi = "10.18653/v1/S19-2180",
    pages = "1032--1036"
}
@inproceedings{ning-etal-2019-team,
    title = "Team Peter-Parker at {S}em{E}val-2019 Task 4: {BERT}-Based Method in Hyperpartisan News Detection",
    author = "Ning, Zhiyuan  and
      Lin, Yuanzhen  and
      Zhong, Ruichao",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2181/",
    doi = "10.18653/v1/S19-2181",
    pages = "1037--1040"
}
@inproceedings{saleh-etal-2019-team,
    title = "Team {QCRI}-{MIT} at {S}em{E}val-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection",
    author = "Saleh, Abdelrhman  and
      Baly, Ramy  and
      Barr{\'o}n-Cede{\~n}o, Alberto  and
      Da San Martino, Giovanni  and
      Mohtarami, Mitra  and
      Nakov, Preslav  and
      Glass, James",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2182/",
    doi = "10.18653/v1/S19-2182",
    pages = "1041--1046"
}
@inproceedings{zehe-etal-2019-team,
    title = "Team Xenophilius Lovegood at {S}em{E}val-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks",
    author = "Zehe, Albin  and
      Hettinger, Lena  and
      Ernst, Stefan  and
      Hauptmann, Christian  and
      Hotho, Andreas",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2183/",
    doi = "10.18653/v1/S19-2183",
    pages = "1047--1051"
}
@inproceedings{lee-etal-2019-team,
    title = "Team yeon-zi at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data",
    author = "Lee, Nayeon  and
      Liu, Zihan  and
      Fung, Pascale",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2184/",
    doi = "10.18653/v1/S19-2184",
    pages = "1052--1056"
}
@inproceedings{hanawa-etal-2019-sally,
    title = "The Sally Smedley Hyperpartisan News Detector at {S}em{E}val-2019 Task 4",
    author = "Hanawa, Kazuaki  and
      Sasaki, Shota  and
      Ouchi, Hiroki  and
      Suzuki, Jun  and
      Inui, Kentaro",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2185/",
    doi = "10.18653/v1/S19-2185",
    pages = "1057--1061"
}
@inproceedings{bestgen-2019-tintin,
    title = "Tintin at {S}em{E}val-2019 Task 4: Detecting Hyperpartisan News Article with only Simple Tokens",
    author = "Bestgen, Yves",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2186/",
    doi = "10.18653/v1/S19-2186",
    pages = "1062--1066"
}
@inproceedings{yeh-etal-2019-tom,
    title = "Tom Jumbo-Grumbo at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection with {G}lo{V}e vectors and {SVM}",
    author = "Yeh, Chia-Lun  and
      Loni, Babak  and
      Schuth, Anne",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2187/",
    doi = "10.18653/v1/S19-2187",
    pages = "1067--1071"
}
@inproceedings{zhang-etal-2019-ubc,
    title = "{UBC}-{NLP} at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection With Attention-Based {B}i-{LSTM}s",
    author = "Zhang, Chiyu  and
      Rajendran, Arun  and
      Abdul-Mageed, Muhammad",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2188/",
    doi = "10.18653/v1/S19-2188",
    pages = "1072--1077"
}
@inproceedings{srivastava-etal-2019-vernon,
    title = "Vernon-fenwick at {S}em{E}val-2019 Task 4: Hyperpartisan News Detection using Lexical and Semantic Features",
    author = "Srivastava, Vertika  and
      Gupta, Ankita  and
      Prakash, Divya  and
      Sahoo, Sudeep Kumar  and
      R.R, Rohit  and
      Kim, Yeon Hyang",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2189/",
    doi = "10.18653/v1/S19-2189",
    pages = "1078--1082"
}
@inproceedings{janchevski-gievska-2019-andrejjan,
    title = "{A}ndrej{J}an at {S}em{E}val-2019 Task 7: A Fusion Approach for Exploring the Key Factors pertaining to Rumour Analysis",
    author = "Janchevski, Andrej  and
      Gievska, Sonja",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2190/",
    doi = "10.18653/v1/S19-2190",
    pages = "1083--1089"
}
@inproceedings{yang-etal-2019-blcu,
    title = "{BLCU}{\_}{NLP} at {S}em{E}val-2019 Task 7: An Inference Chain-based {GPT} Model for Rumour Evaluation",
    author = "Yang, Ruoyao  and
      Xie, Wanying  and
      Liu, Chunhua  and
      Yu, Dong",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2191/",
    doi = "10.18653/v1/S19-2191",
    pages = "1090--1096"
}
@inproceedings{fajcik-etal-2019-fit,
    title = "{BUT}-{FIT} at {S}em{E}val-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers",
    author = "Fajcik, Martin  and
      Smrz, Pavel  and
      Burget, Lukas",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2192/",
    doi = "10.18653/v1/S19-2192",
    pages = "1097--1104"
}
@inproceedings{baris-etal-2019-clearumor,
    title = "{CLEAR}umor at {S}em{E}val-2019 Task 7: {C}onvo{L}ving {ELM}o Against Rumors",
    author = "Baris, Ipek  and
      Schmelzeisen, Lukas  and
      Staab, Steffen",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2193/",
    doi = "10.18653/v1/S19-2193",
    pages = "1105--1109"
}
@inproceedings{liu-etal-2019-columbia,
    title = "{C}olumbia at {S}em{E}val-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification",
    author = "Liu, Zhuoran  and
      Goel, Shivali  and
      Yelahanka Raghuprasad, Mukund  and
      Muresan, Smaranda",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2194/",
    doi = "10.18653/v1/S19-2194",
    pages = "1110--1114"
}
@inproceedings{hamidian-diab-2019-gwu,
    title = "{GWU} {NLP} at {S}em{E}val-2019 Task 7: Hybrid Pipeline for Rumour Veracity and Stance Classification on Social Media",
    author = "Hamidian, Sardar  and
      Diab, Mona",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2195/",
    doi = "10.18653/v1/S19-2195",
    pages = "1115--1119"
}
@inproceedings{garcia-cumbreras-etal-2019-sinai,
    title = "{SINAI}-{DL} at {S}em{E}val-2019 Task 7: Data Augmentation and Temporal Expressions",
    author = "Garc{\'i}a-Cumbreras, Miguel A.  and
      Jim{\'e}nez-Zafra, Salud Mar{\'i}a  and
      Montejo-R{\'a}ez, Arturo  and
      D{\'i}az-Galiano, Manuel Carlos  and
      Saquete, Estela",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2196/",
    doi = "10.18653/v1/S19-2196",
    pages = "1120--1124"
}
@inproceedings{ghanem-etal-2019-upv,
    title = "{UPV}-28-{UNITO} at {S}em{E}val-2019 Task 7: Exploiting Post{'}s Nesting and Syntax Information for Rumor Stance Classification",
    author = "Ghanem, Bilal  and
      Cignarella, Alessandra Teresa  and
      Bosco, Cristina  and
      Rosso, Paolo  and
      Rangel Pardo, Francisco Manuel",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2197/",
    doi = "10.18653/v1/S19-2197",
    pages = "1125--1131"
}
@inproceedings{xie-etal-2019-blcu,
    title = "{BLCU}{\_}{NLP} at {S}em{E}val-2019 Task 8: A Contextual Knowledge-enhanced {GPT} Model for Fact Checking",
    author = "Xie, Wanying  and
      Que, Mengxi  and
      Yang, Ruoyao  and
      Liu, Chunhua  and
      Yu, Dong",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2198/",
    doi = "10.18653/v1/S19-2198",
    pages = "1132--1137"
}
@inproceedings{avvaru-pandey-2019-codeforthechange,
    title = "{C}ode{F}or{T}he{C}hange at {S}em{E}val-2019 Task 8: Skip-Thoughts for Fact Checking in Community Question Answering",
    author = "Avvaru, Adithya  and
      Pandey, Anupam",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2199/",
    doi = "10.18653/v1/S19-2199",
    pages = "1138--1143"
}
@inproceedings{chakrabarty-muresan-2019-columbianlp,
    title = "{C}olumbia{NLP} at {S}em{E}val-2019 Task 8: The Answer is Language Model Fine-tuning",
    author = "Chakrabarty, Tuhin  and
      Muresan, Smaranda",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2200/",
    doi = "10.18653/v1/S19-2200",
    pages = "1144--1148"
}
@inproceedings{stammbach-etal-2019-domlin,
    title = "{DOMLIN} at {S}em{E}val-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums",
    author = "Stammbach, Dominik  and
      Varanasi, Stalin  and
      Neumann, Guenter",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2201/",
    doi = "10.18653/v1/S19-2201",
    pages = "1149--1154"
}
@inproceedings{bairaktaris-etal-2019-duth,
    title = "{DUTH} at {S}em{E}val-2019 Task 8: Part-Of-Speech Features for Question Classification",
    author = "Bairaktaris, Anastasios  and
      Symeonidis, Symeon  and
      Arampatzis, Avi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2202/",
    doi = "10.18653/v1/S19-2202",
    pages = "1155--1159"
}
@inproceedings{syed-etal-2019-fermi,
    title = "Fermi at {S}em{E}val-2019 Task 8: An elementary but effective approach to Question Discernment in Community {QA} Forums",
    author = "Syed, Bakhtiyar  and
      Indurthi, Vijayasaradhi  and
      Shrivastava, Manish  and
      Gupta, Manish  and
      Varma, Vasudeva",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2203/",
    doi = "10.18653/v1/S19-2203",
    pages = "1160--1164"
}
@inproceedings{gupta-etal-2019-solomonlab,
    title = "{S}olomon{L}ab at {S}em{E}val-2019 Task 8: Question Factuality and Answer Veracity Prediction in Community Forums",
    author = "Gupta, Ankita  and
      Sahoo, Sudeep Kumar  and
      Prakash, Divya  and
      R.R, Rohit  and
      Srivastava, Vertika  and
      Kim, Yeon Hyang",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2204/",
    doi = "10.18653/v1/S19-2204",
    pages = "1165--1171"
}
@inproceedings{niewinski-etal-2019-tmlab,
    title = "{TML}ab {SRPOL} at {S}em{E}val-2019 Task 8: Fact Checking in Community Question Answering Forums",
    author = "Niewi{\'n}ski, Piotr  and
      Wawer, Aleksander  and
      Pszona, Maria  and
      Janicka, Maria",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2205/",
    doi = "10.18653/v1/S19-2205",
    pages = "1172--1175"
}
@inproceedings{juhasz-etal-2019-tuefact,
    title = "{T}ue{F}act at {S}em{E}val 2019 Task 8: Fact checking in community question answering forums: context matters",
    author = "Juh{\'a}sz, R{\'e}ka  and
      Linnenschmidt, Franziska Barbara  and
      Roys, Teslin",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2206/",
    doi = "10.18653/v1/S19-2206",
    pages = "1176--1179"
}
@inproceedings{liu-etal-2019-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2019 Task 8: Using A {LSTM}-Attention Model for Fact-Checking in Community Forums",
    author = "Liu, Peng  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2207/",
    doi = "10.18653/v1/S19-2207",
    pages = "1180--1184"
}
@inproceedings{fatyanosa-etal-2019-dbms,
    title = "{DBMS}-{KU} at {S}em{E}val-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion",
    author = "Fatyanosa, Tirana  and
      Siagian, Al Hafiz Akbar Maulana  and
      Aritsugi, Masayoshi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2208/",
    doi = "10.18653/v1/S19-2208",
    pages = "1185--1191"
}
@inproceedings{cabanski-2019-ds,
    title = "{DS} at {S}em{E}val-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification",
    author = "Cabanski, Tobias",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2209/",
    doi = "10.18653/v1/S19-2209",
    pages = "1192--1198"
}
@inproceedings{ezen-can-can-2019-hybrid,
    title = "Hybrid {RNN} at {S}em{E}val-2019 Task 9: Blending Information Sources for Domain-Independent Suggestion Mining",
    author = "Ezen-Can, Aysu  and
      Can, Ethem F.",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2210/",
    doi = "10.18653/v1/S19-2210",
    pages = "1199--1203"
}
@inproceedings{markov-villemonte-de-la-clergerie-2019-inria,
    title = "{INRIA} at {S}em{E}val-2019 Task 9: Suggestion Mining Using {SVM} with Handcrafted Features",
    author = "Markov, Ilia  and
      Villemonte de la Clergerie, Eric",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2211/",
    doi = "10.18653/v1/S19-2211",
    pages = "1204--1207"
}
@inproceedings{li-2019-lijunyi,
    title = "Lijunyi at {S}em{E}val-2019 Task 9: An attention-based {LSTM} and ensemble of different models for suggestion mining from online reviews and forums",
    author = "Li, Junyi",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2212/",
    doi = "10.18653/v1/S19-2212",
    pages = "1208--1212"
}
@inproceedings{anand-etal-2019-midas,
    title = "{MIDAS} at {S}em{E}val-2019 Task 9: Suggestion Mining from Online Reviews using {ULMF}it",
    author = "Anand, Sarthak  and
      Mahata, Debanjan  and
      Aggarwal, Kartik  and
      Mehnaz, Laiba  and
      Shahid, Simra  and
      Zhang, Haimin  and
      Kumar, Yaman  and
      Shah, Rajiv  and
      Uppal, Karan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2213/",
    doi = "10.18653/v1/S19-2213",
    pages = "1213--1217"
}
@inproceedings{pecar-etal-2019-nl,
    title = "{NL}-{FIIT} at {S}em{E}val-2019 Task 9: Neural Model Ensemble for Suggestion Mining",
    author = "Pecar, Samuel  and
      Simko, Marian  and
      Bielikova, Maria",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2214/",
    doi = "10.18653/v1/S19-2214",
    pages = "1218--1223"
}
@inproceedings{potamias-etal-2019-ntua,
    title = "{NTUA}-{ISL}ab at {S}em{E}val-2019 Task 9: Mining Suggestions in the wild",
    author = "Potamias, Rolandos Alexandros  and
      Neofytou, Alexandros  and
      Siolas, Georgios",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2215/",
    doi = "10.18653/v1/S19-2215",
    pages = "1224--1230"
}
@inproceedings{liu-etal-2019-olenet,
    title = "{O}le{N}et at {S}em{E}val-2019 Task 9: {BERT} based Multi-Perspective Models for Suggestion Mining",
    author = "Liu, Jiaxiang  and
      Wang, Shuohuan  and
      Sun, Yu",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2216/",
    doi = "10.18653/v1/S19-2216",
    pages = "1231--1236"
}
@inproceedings{s-etal-2019-ssn,
    title = "{SSN}-{SPARKS} at {S}em{E}val-2019 Task 9: Mining Suggestions from Online Reviews using Deep Learning Techniques on Augmented Data",
    author = "S, Rajalakshmi  and
      S, Angel Deborah  and
      Rajendram, S Milton  and
      T T, Mirnalinee",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2217/",
    doi = "10.18653/v1/S19-2217",
    pages = "1237--1241"
}
@inproceedings{ahmed-etal-2019-suggestion,
    title = "Suggestion Miner at {S}em{E}val-2019 Task 9: Suggestion Detection in Online Forum using Word Graph",
    author = "Ahmed, Usman  and
      Liaquat, Humera  and
      Ahmed, Luqman  and
      Hussain, Syed Jawad",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2218/",
    doi = "10.18653/v1/S19-2218",
    pages = "1242--1246"
}
@inproceedings{oostdijk-van-halteren-2019-team,
    title = "Team {T}aurus at {S}em{E}val-2019 Task 9: Expert-informed pattern recognition for suggestion mining",
    author = "Oostdijk, Nelleke  and
      van Halteren, Hans",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2219/",
    doi = "10.18653/v1/S19-2219",
    pages = "1247--1253"
}
@inproceedings{park-etal-2019-thisiscompetition,
    title = "{T}his{I}s{C}ompetition at {S}em{E}val-2019 Task 9: {BERT} is unstable for out-of-domain samples",
    author = "Park, Cheoneum  and
      Kim, Juae  and
      Lee, Hyeon-gu  and
      Amplayo, Reinald Kim  and
      Kim, Harksoo  and
      Seo, Jungyun  and
      Lee, Changki",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2220/",
    doi = "10.18653/v1/S19-2220",
    pages = "1254--1261"
}
@inproceedings{klimaszewski-andruszkiewicz-2019-wut,
    title = "{WUT} at {S}em{E}val-2019 Task 9: Domain-Adversarial Neural Networks for Domain Adaptation in Suggestion Mining",
    author = "Klimaszewski, Mateusz  and
      Andruszkiewicz, Piotr",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2221/",
    doi = "10.18653/v1/S19-2221",
    pages = "1262--1266"
}
@inproceedings{zhuang-2019-yimmon,
    title = "Yimmon at {S}em{E}val-2019 Task 9: Suggestion Mining with Hybrid Augmented Approaches",
    author = "Zhuang, Yimeng",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2222/",
    doi = "10.18653/v1/S19-2222",
    pages = "1267--1271"
}
@inproceedings{ding-etal-2019-ynu-dyx,
    title = "{YNU}{\_}{DYX} at {S}em{E}val-2019 Task 9: A Stacked {B}i{LSTM} for Suggestion Mining Classification",
    author = "Ding, Yunxia  and
      Zhou, Xiaobing  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2223/",
    doi = "10.18653/v1/S19-2223",
    pages = "1272--1276"
}
@inproceedings{yue-etal-2019-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2019 Task 9: Using a {BERT} and {CNN}-{B}i{LSTM}-{GRU} Model for Suggestion Mining",
    author = "Yue, Ping  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2224/",
    doi = "10.18653/v1/S19-2224",
    pages = "1277--1281"
}
@inproceedings{prasanna-seelan-2019-zoho,
    title = "Zoho at {S}em{E}val-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining",
    author = "Prasanna, Sai  and
      Seelan, Sri Ananda",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2225/",
    doi = "10.18653/v1/S19-2225",
    pages = "1282--1286"
}
@inproceedings{zhou-etal-2019-zqm,
    title = "{ZQM} at {S}em{E}val-2019 Task9: A Single Layer {CNN} Based on Pre-trained Model for Suggestion Mining",
    author = "Zhou, Qimin  and
      Zhang, Zhengxin  and
      Wu, Hao  and
      Wang, Linmao",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2226/",
    doi = "10.18653/v1/S19-2226",
    pages = "1287--1291"
}
@inproceedings{luo-etal-2019-problemsolver,
    title = "{P}roblem{S}olver at {S}em{E}val-2019 Task 10: Sequence-to-Sequence Learning and Expression Trees",
    author = "Luo, Xuefeng  and
      Baranova, Alina  and
      Biegert, Jonas",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2227/",
    doi = "10.18653/v1/S19-2227",
    pages = "1292--1296"
}
@inproceedings{plum-etal-2019-rgcl,
    title = "{RGCL}-{WLV} at {S}em{E}val-2019 Task 12: Toponym Detection",
    author = "Plum, Alistair  and
      Ranasinghe, Tharindu  and
      Calleja, Pablo  and
      Or{\u{a}}san, Constantin  and
      Mitkov, Ruslan",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2228/",
    doi = "10.18653/v1/S19-2228",
    pages = "1297--1301"
}
@inproceedings{qi-etal-2019-thu,
    title = "{THU}{\_}{NGN} at {S}em{E}val-2019 Task 12: Toponym Detection and Disambiguation on Scientific Papers",
    author = "Qi, Tao  and
      Ge, Suyu  and
      Wu, Chuhan  and
      Chen, Yubo  and
      Huang, Yongfeng",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2229/",
    doi = "10.18653/v1/S19-2229",
    pages = "1302--1307"
}
@inproceedings{magnusson-dietz-2019-unh,
    title = "{UNH} at {S}em{E}val-2019 Task 12: Toponym Resolution in Scientific Papers",
    author = "Magnusson, Matthew  and
      Dietz, Laura",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2230/",
    doi = "10.18653/v1/S19-2230",
    pages = "1308--1312"
}
@inproceedings{li-etal-2019-unimelb,
    title = "{U}ni{M}elb at {S}em{E}val-2019 Task 12: Multi-model combination for toponym resolution",
    author = "Li, Haonan  and
      Wang, Minghan  and
      Baldwin, Timothy  and
      Tomko, Martin  and
      Vasardani, Maria",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2231/",
    doi = "10.18653/v1/S19-2231",
    pages = "1313--1318"
}
@inproceedings{yadav-etal-2019-university,
    title = "{U}niversity of {A}rizona at {S}em{E}val-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities",
    author = "Yadav, Vikas  and
      Laparra, Egoitz  and
      Wang, Ti-Tai  and
      Surdeanu, Mihai  and
      Bethard, Steven",
    editor = "May, Jonathan  and
      Shutova, Ekaterina  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan  and
      Apidianaki, Marianna  and
      Mohammad, Saif M.",
    booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S19-2232/",
    doi = "10.18653/v1/S19-2232",
    pages = "1319--1323"
}