@proceedings{semeval-2018-international,
    title = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1000/"
}
@inproceedings{mohammad-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 1: Affect in Tweets",
    author = "Mohammad, Saif  and
      Bravo-Marquez, Felipe  and
      Salameh, Mohammad  and
      Kiritchenko, Svetlana",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1001/",
    doi = "10.18653/v1/S18-1001",
    pages = "1--17"
}
@inproceedings{duppada-etal-2018-seernet,
    title = "{S}eer{N}et at {S}em{E}val-2018 Task 1: Domain Adaptation for Affect in Tweets",
    author = "Duppada, Venkatesh  and
      Jain, Royal  and
      Hiray, Sushant",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1002/",
    doi = "10.18653/v1/S18-1002",
    pages = "18--23"
}
@inproceedings{barbieri-etal-2018-semeval,
    title = "{S}em{E}val 2018 Task 2: Multilingual Emoji Prediction",
    author = "Barbieri, Francesco  and
      Camacho-Collados, Jose  and
      Ronzano, Francesco  and
      Espinosa-Anke, Luis  and
      Ballesteros, Miguel  and
      Basile, Valerio  and
      Patti, Viviana  and
      Saggion, Horacio",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1003/",
    doi = "10.18653/v1/S18-1003",
    pages = "24--33"
}
@inproceedings{coltekin-rama-2018-tubingen,
    title = {{T}{\"u}bingen-{O}slo at {S}em{E}val-2018 Task 2: {SVM}s perform better than {RNN}s in Emoji Prediction},
    author = {{\c{C}}{\"o}ltekin, {\c{C}}a{\u{g}}r{\i}  and
      Rama, Taraka},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1004/",
    doi = "10.18653/v1/S18-1004",
    pages = "34--38"
}
@inproceedings{van-hee-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 3: Irony Detection in {E}nglish Tweets",
    author = "Van Hee, Cynthia  and
      Lefever, Els  and
      Hoste, V{\'e}ronique",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1005/",
    doi = "10.18653/v1/S18-1005",
    pages = "39--50"
}
@inproceedings{wu-etal-2018-thu,
    title = "{THU}{\_}{NGN} at {S}em{E}val-2018 Task 3: Tweet Irony Detection with Densely connected {LSTM} and Multi-task Learning",
    author = "Wu, Chuhan  and
      Wu, Fangzhao  and
      Wu, Sixing  and
      Liu, Junxin  and
      Yuan, Zhigang  and
      Huang, Yongfeng",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1006/",
    doi = "10.18653/v1/S18-1006",
    pages = "51--56"
}
@inproceedings{choi-chen-2018-semeval,
    title = "{S}em{E}val 2018 Task 4: Character Identification on Multiparty Dialogues",
    author = "Choi, Jinho D.  and
      Chen, Henry Y.",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1007/",
    doi = "10.18653/v1/S18-1007",
    pages = "57--64"
}
@inproceedings{aina-etal-2018-amore,
    title = "{AMORE}-{UPF} at {S}em{E}val-2018 Task 4: {B}i{LSTM} with Entity Library",
    author = "Aina, Laura  and
      Silberer, Carina  and
      Sorodoc, Ionut-Teodor  and
      Westera, Matthijs  and
      Boleda, Gemma",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1008/",
    doi = "10.18653/v1/S18-1008",
    pages = "65--69"
}
@inproceedings{postma-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 5: Counting Events and Participants in the Long Tail",
    author = "Postma, Marten  and
      Ilievski, Filip  and
      Vossen, Piek",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1009/",
    doi = "10.18653/v1/S18-1009",
    pages = "70--80"
}
@inproceedings{mirza-etal-2018-koi,
    title = "{KOI} at {S}em{E}val-2018 Task 5: Building Knowledge Graph of Incidents",
    author = "Mirza, Paramita  and
      Darari, Fariz  and
      Mahendra, Rahmad",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1010/",
    doi = "10.18653/v1/S18-1010",
    pages = "81--87"
}
@inproceedings{laparra-etal-2018-semeval,
    title = "{S}em{E}val 2018 Task 6: Parsing Time Normalizations",
    author = "Laparra, Egoitz  and
      Xu, Dongfang  and
      Elsayed, Ahmed  and
      Bethard, Steven  and
      Palmer, Martha",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1011/",
    doi = "10.18653/v1/S18-1011",
    pages = "88--96"
}
@inproceedings{olex-etal-2018-chrono,
    title = "{C}hrono at {S}em{E}val-2018 Task 6: A System for Normalizing Temporal Expressions",
    author = "Olex, Amy  and
      Maffey, Luke  and
      Morgan, Nicholas  and
      McInnes, Bridget",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1012/",
    doi = "10.18653/v1/S18-1012",
    pages = "97--101"
}
@inproceedings{dragoni-2018-neurosent,
    title = "{NEUROSENT}-{PDI} at {S}em{E}val-2018 Task 1: Leveraging a Multi-Domain Sentiment Model for Inferring Polarity in Micro-blog Text",
    author = "Dragoni, Mauro",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1013/",
    doi = "10.18653/v1/S18-1013",
    pages = "102--108"
}
@inproceedings{karasalo-etal-2018-foi,
    title = "{FOI} {DSS} at {S}em{E}val-2018 Task 1: Combining {LSTM} States, Embeddings, and Lexical Features for Affect Analysis",
    author = "Karasalo, Maja  and
      Nilsson, Mattias  and
      Rosell, Magnus  and
      Wickenberg Bolin, Ulrika",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1014/",
    doi = "10.18653/v1/S18-1014",
    pages = "109--115"
}
@inproceedings{zhang-etal-2018-nlpzzx,
    title = "{NLPZZX} at {S}em{E}val-2018 Task 1: Using Ensemble Method for Emotion and Sentiment Intensity Determination",
    author = "Zhang, Zhengxin  and
      Zhou, Qimin  and
      Wu, Hao",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1015/",
    doi = "10.18653/v1/S18-1015",
    pages = "116--122"
}
@inproceedings{de-bruyne-etal-2018-lt3,
    title = "{LT}3 at {S}em{E}val-2018 Task 1: A classifier chain to detect emotions in tweets",
    author = "De Bruyne, Luna  and
      De Clercq, Orph{\'e}e  and
      Hoste, V{\'e}ronique",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1016/",
    doi = "10.18653/v1/S18-1016",
    pages = "123--127"
}
@inproceedings{plaza-del-arco-etal-2018-sinai,
    title = "{SINAI} at {S}em{E}val-2018 Task 1: Emotion Recognition in Tweets",
    author = "Plaza-del-Arco, Flor Miriam  and
      Jim{\'e}nez-Zafra, Salud Mar{\'i}a  and
      Martin, Maite  and
      Ure{\~n}a-L{\'o}pez, L. Alfonso",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1017/",
    doi = "10.18653/v1/S18-1017",
    pages = "128--132"
}
@inproceedings{priban-etal-2018-uwb,
    title = "{UWB} at {S}em{E}val-2018 Task 1: Emotion Intensity Detection in Tweets",
    author = "P{\v{r}}ib{\'a}{\v{n}}, Pavel  and
      Hercig, Tom{\'a}{\v{s}}  and
      Lenc, Ladislav",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1018/",
    doi = "10.18653/v1/S18-1018",
    pages = "133--140"
}
@inproceedings{kim-etal-2018-attnconvnet,
    title = "{A}ttn{C}onvnet at {S}em{E}val-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification",
    author = "Kim, Yanghoon  and
      Lee, Hwanhee  and
      Jung, Kyomin",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1019/",
    doi = "10.18653/v1/S18-1019",
    pages = "141--145"
}
@inproceedings{graff-etal-2018-ingeotec,
    title = "{INGEOTEC} at {S}em{E}val-2018 Task 1: {E}vo{MSA} and {\ensuremath{\mu}}{TC} for Sentiment Analysis",
    author = "Graff, Mario  and
      Miranda-Jim{\'e}nez, Sabino  and
      Tellez, Eric S.  and
      Moctezuma, Daniela",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1020/",
    doi = "10.18653/v1/S18-1020",
    pages = "146--150"
}
@inproceedings{daval-frerot-etal-2018-epita,
    title = "Epita at {S}em{E}val-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach",
    author = "Daval-Frerot, Guillaume  and
      Bouchekif, Abdesselam  and
      Moreau, Anatole",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1021/",
    doi = "10.18653/v1/S18-1021",
    pages = "151--155"
}
@inproceedings{aono-himeno-2018-kde,
    title = "{KDE}-{AFFECT} at {S}em{E}val-2018 Task 1: Estimation of Affects in Tweet by Using Convolutional Neural Network for n-gram",
    author = "Aono, Masaki  and
      Himeno, Shinnosuke",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1022/",
    doi = "10.18653/v1/S18-1022",
    pages = "156--161"
}
@inproceedings{ezen-can-can-2018-rnn,
    title = "{RNN} for Affects at {S}em{E}val-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem",
    author = "Ezen-Can, Aysu  and
      Can, Ethem F.",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1023/",
    doi = "10.18653/v1/S18-1023",
    pages = "162--166"
}
@inproceedings{mulki-etal-2018-tw,
    title = "Tw-{S}t{AR} at {S}em{E}val-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification",
    author = "Mulki, Hala  and
      Bechikh Ali, Chedi  and
      Haddad, Hatem  and
      Babao{\u{g}}lu, Ismail",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1024/",
    doi = "10.18653/v1/S18-1024",
    pages = "167--171"
}
@inproceedings{kravchenko-pivovarova-2018-dl,
    title = "{DL} Team at {S}em{E}val-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings",
    author = "Kravchenko, Dmitry  and
      Pivovarova, Lidia",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1025/",
    doi = "10.18653/v1/S18-1025",
    pages = "172--176"
}
@inproceedings{turcu-etal-2018-emointens,
    title = "{E}mo{I}ntens Tracker at {S}em{E}val-2018 Task 1: Emotional Intensity Levels in {\#}Tweets",
    author = "Turcu, Ramona-Andreea  and
      Amarandei, Sandra Maria  and
      Flescan-Lovin-Arseni, Iuliana-Alexandra  and
      Gifu, Daniela  and
      Trandabat, Diana",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1026/",
    doi = "10.18653/v1/S18-1026",
    pages = "177--180"
}
@inproceedings{husseini-orabi-etal-2018-uottawa,
    title = "u{O}ttawa at {S}em{E}val-2018 Task 1: Self-Attentive Hybrid {GRU}-Based Network",
    author = "Husseini Orabi, Ahmed  and
      Husseini Orabi, Mahmoud  and
      Inkpen, Diana  and
      Van Bruwaene, David",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1027/",
    doi = "10.18653/v1/S18-1027",
    pages = "181--185"
}
@inproceedings{wu-etal-2018-thu-ngn,
    title = "{THU}{\_}{NGN} at {S}em{E}val-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention {CNN}-{LSTM}",
    author = "Wu, Chuhan  and
      Wu, Fangzhao  and
      Liu, Junxin  and
      Yuan, Zhigang  and
      Wu, Sixing  and
      Huang, Yongfeng",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1028/",
    doi = "10.18653/v1/S18-1028",
    pages = "186--192"
}
@inproceedings{jabreel-moreno-2018-eitaka,
    title = "{E}i{TAKA} at {S}em{E}val-2018 Task 1: An Ensemble of N-Channels {C}onv{N}et and {XG}boost Regressors for Emotion Analysis of Tweets",
    author = "Jabreel, Mohammed  and
      Moreno, Antonio",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1029/",
    doi = "10.18653/v1/S18-1029",
    pages = "193--199"
}
@inproceedings{ahmad-etal-2018-centement,
    title = "{CENTEMENT} at {S}em{E}val-2018 Task 1: Classification of Tweets using Multiple Thresholds with Self-correction and Weighted Conditional Probabilities",
    author = "Ahmad, Tariq  and
      Ramsay, Allan  and
      Ahmed, Hanady",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1030/",
    doi = "10.18653/v1/S18-1030",
    pages = "200--204"
}
@inproceedings{wang-zhou-2018-yuan,
    title = "Yuan at {S}em{E}val-2018 Task 1: Tweets Emotion Intensity Prediction using Ensemble Recurrent Neural Network",
    author = "Wang, Min  and
      Zhou, Xiaobing",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1031/",
    doi = "10.18653/v1/S18-1031",
    pages = "205--209"
}
@inproceedings{abdou-etal-2018-affecthor,
    title = "{A}ffec{T}hor at {S}em{E}val-2018 Task 1: A cross-linguistic approach to sentiment intensity quantification in tweets",
    author = "Abdou, Mostafa  and
      Kulmizev, Artur  and
      Gin{\'e}s i Ametll{\'e}, Joan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1032/",
    doi = "10.18653/v1/S18-1032",
    pages = "210--217"
}
@inproceedings{rozental-fleischer-2018-amobee,
    title = "{A}mobee at {S}em{E}val-2018 Task 1: {GRU} Neural Network with a {CNN} Attention Mechanism for Sentiment Classification",
    author = "Rozental, Alon  and
      Fleischer, Daniel",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1033/",
    doi = "10.18653/v1/S18-1033",
    pages = "218--225"
}
@inproceedings{gao-chen-2018-deepsa2018,
    title = "deep{SA}2018 at {S}em{E}val-2018 Task 1: Multi-task Learning of Different Label for Affect in Tweets",
    author = "Gao, Zi-Yuan  and
      Chen, Chia-Ping",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1034/",
    doi = "10.18653/v1/S18-1034",
    pages = "226--230"
}
@inproceedings{xu-etal-2018-ecnu,
    title = "{ECNU} at {S}em{E}val-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models",
    author = "Xu, Huimin  and
      Lan, Man  and
      Wu, Yuanbin",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1035/",
    doi = "10.18653/v1/S18-1035",
    pages = "231--235"
}
@inproceedings{badaro-etal-2018-ema,
    title = "{EMA} at {S}em{E}val-2018 Task 1: Emotion Mining for {A}rabic",
    author = "Badaro, Gilbert  and
      El Jundi, Obeida  and
      Khaddaj, Alaa  and
      Maarouf, Alaa  and
      Kain, Raslan  and
      Hajj, Hazem  and
      El-Hajj, Wassim",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1036/",
    doi = "10.18653/v1/S18-1036",
    pages = "236--244"
}
@inproceedings{baziotis-etal-2018-ntua,
    title = "{NTUA}-{SLP} at {S}em{E}val-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive {RNN}s and Transfer Learning",
    author = "Baziotis, Christos  and
      Nikolaos, Athanasiou  and
      Chronopoulou, Alexandra  and
      Kolovou, Athanasia  and
      Paraskevopoulos, Georgios  and
      Ellinas, Nikolaos  and
      Narayanan, Shrikanth  and
      Potamianos, Alexandros",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1037/",
    doi = "10.18653/v1/S18-1037",
    pages = "245--255"
}
@inproceedings{gupta-yang-2018-crystalfeel,
    title = "{C}rystal{F}eel at {S}em{E}val-2018 Task 1: Understanding and Detecting Emotion Intensity using Affective Lexicons",
    author = "Gupta, Raj Kumar  and
      Yang, Yinping",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1038/",
    doi = "10.18653/v1/S18-1038",
    pages = "256--263"
}
@inproceedings{park-etal-2018-plusemo2vec,
    title = "{P}lus{E}mo2{V}ec at {S}em{E}val-2018 Task 1: Exploiting emotion knowledge from emoji and {\#}hashtags",
    author = "Park, Ji Ho  and
      Xu, Peng  and
      Fung, Pascale",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1039/",
    doi = "10.18653/v1/S18-1039",
    pages = "264--272"
}
@inproceedings{zhang-etal-2018-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2018 Task 1: {B}i{LSTM} with Attention based Sentiment Analysis for Affect in Tweets",
    author = "Zhang, You  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1040/",
    doi = "10.18653/v1/S18-1040",
    pages = "273--278"
}
@inproceedings{kuijper-etal-2018-ug18,
    title = "{UG}18 at {S}em{E}val-2018 Task 1: Generating Additional Training Data for Predicting Emotion Intensity in {S}panish",
    author = "Kuijper, Marloes  and
      van Lenthe, Mike  and
      van Noord, Rik",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1041/",
    doi = "10.18653/v1/S18-1041",
    pages = "279--285"
}
@inproceedings{li-etal-2018-isclab,
    title = "{ISCLAB} at {S}em{E}val-2018 Task 1: {UIR}-Miner for Affect in Tweets",
    author = "Li, Meng  and
      Dong, Zhenyuan  and
      Fan, Zhihao  and
      Meng, Kongming  and
      Cao, Jinghua  and
      Ding, Guanqi  and
      Liu, Yuhan  and
      Shan, Jiawei  and
      Li, Binyang",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1042/",
    doi = "10.18653/v1/S18-1042",
    pages = "286--290"
}
@inproceedings{meisheri-dey-2018-tcs,
    title = "{TCS} Research at {S}em{E}val-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture",
    author = "Meisheri, Hardik  and
      Dey, Lipika",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1043/",
    doi = "10.18653/v1/S18-1043",
    pages = "291--299"
}
@inproceedings{kim-lee-2018-dmcb,
    title = "{DMCB} at {S}em{E}val-2018 Task 1: Transfer Learning of Sentiment Classification Using Group {LSTM} for Emotion Intensity prediction",
    author = "Kim, Youngmin  and
      Lee, Hyunju",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1044/",
    doi = "10.18653/v1/S18-1044",
    pages = "300--304"
}
@inproceedings{naderi-etal-2018-deepminer,
    title = "{D}eep{M}iner at {S}em{E}val-2018 Task 1: Emotion Intensity Recognition Using Deep Representation Learning",
    author = "Naderi, Habibeh  and
      Haji Soleimani, Behrouz  and
      Mohammad, Saif  and
      Kiritchenko, Svetlana  and
      Matwin, Stan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1045/",
    doi = "10.18653/v1/S18-1045",
    pages = "305--312"
}
@inproceedings{chi-etal-2018-zewen,
    title = "Zewen at {S}em{E}val-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets",
    author = "Chi, Zewen  and
      Huang, Heyan  and
      Chen, Jiangui  and
      Wu, Hao  and
      Wei, Ran",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1046/",
    doi = "10.18653/v1/S18-1046",
    pages = "313--318"
}
@inproceedings{unnithan-etal-2018-amrita,
    title = "Amrita{\_}student at {S}em{E}val-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets",
    author = "Unnithan, Nidhin A  and
      K., Shalini  and
      Ganesh H. B., Barathi  and
      Kumar M, Anand  and
      K. P., Soman",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1047/",
    doi = "10.18653/v1/S18-1047",
    pages = "319--323"
}
@inproceedings{s-etal-2018-ssn,
    title = "{SSN} {MLRG}1 at {S}em{E}val-2018 Task 1: Emotion and Sentiment Intensity Detection Using Rule Based Feature Selection",
    author = "S, Angel Deborah  and
      S, Rajalakshmi  and
      Rajendram, S Milton  and
      T T, Mirnalinee",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1048/",
    doi = "10.18653/v1/S18-1048",
    pages = "324--328"
}
@inproceedings{j-r-etal-2018-cennlp,
    title = "{CENNLP} at {S}em{E}val-2018 Task 1: Constrained Vector Space Model in Affects in Tweets",
    author = "J R, Naveen  and
      Ganesh H. B., Barathi  and
      Kumar M, Anand  and
      K P, Soman",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1049/",
    doi = "10.18653/v1/S18-1049",
    pages = "329--333"
}
@inproceedings{george-etal-2018-teamcen,
    title = "{T}eam{CEN} at {S}em{E}val-2018 Task 1: Global Vectors Representation in Emotion Detection",
    author = "George, Anon  and
      Ganesh H. B., Barathi  and
      Kumar M, Anand  and
      K P, Soman",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1050/",
    doi = "10.18653/v1/S18-1050",
    pages = "334--338"
}
@inproceedings{kotakonda-etal-2018-iit,
    title = "{IIT} {D}elhi at {S}em{E}val-2018 Task 1 : Emotion Intensity Prediction",
    author = "Kotakonda, Bhaskar  and
      Gowda, Prashanth  and
      Lall, Brejesh",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1051/",
    doi = "10.18653/v1/S18-1051",
    pages = "339--344"
}
@inproceedings{du-nie-2018-mutux,
    title = "Mutux at {S}em{E}val-2018 Task 1: Exploring Impacts of Context Information On Emotion Detection",
    author = "Du, Pan  and
      Nie, Jian-Yun",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1052/",
    doi = "10.18653/v1/S18-1052",
    pages = "345--349"
}
@inproceedings{abdullah-shaikh-2018-teamuncc,
    title = "{T}eam{UNCC} at {S}em{E}val-2018 Task 1: Emotion Detection in {E}nglish and {A}rabic Tweets using Deep Learning",
    author = "Abdullah, Malak  and
      Shaikh, Samira",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1053/",
    doi = "10.18653/v1/S18-1053",
    pages = "350--357"
}
@inproceedings{elango-uppal-2018-riddl,
    title = "{RIDDL} at {S}em{E}val-2018 Task 1: Rage Intensity Detection with Deep Learning",
    author = "Elango, Venkatesh  and
      Uppal, Karan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1054/",
    doi = "10.18653/v1/S18-1054",
    pages = "358--363"
}
@inproceedings{nagoudi-2018-arb,
    title = "{ARB}-{SEN} at {S}em{E}val-2018 Task1: A New Set of Features for Enhancing the Sentiment Intensity Prediction in {A}rabic Tweets",
    author = "Nagoudi, El Moatez Billah",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1055/",
    doi = "10.18653/v1/S18-1055",
    pages = "364--368"
}
@inproceedings{gee-wang-2018-psyml,
    title = "psy{ML} at {S}em{E}val-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis",
    author = "Gee, Grace  and
      Wang, Eugene",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1056/",
    doi = "10.18653/v1/S18-1056",
    pages = "369--376"
}
@inproceedings{narwekar-girju-2018-uiuc,
    title = "{UIUC} at {S}em{E}val-2018 Task 1: Recognizing Affect with Ensemble Models",
    author = "Narwekar, Abhishek Avinash  and
      Girju, Roxana",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1057/",
    doi = "10.18653/v1/S18-1057",
    pages = "377--384"
}
@inproceedings{nyegaard-signori-etal-2018-ku,
    title = "{KU}-{MTL} at {S}em{E}val-2018 Task 1: Multi-task Identification of Affect in Tweets",
    author = "Nyegaard-Signori, Thomas  and
      Helms, Casper Veistrup  and
      Bjerva, Johannes  and
      Augenstein, Isabelle",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1058/",
    doi = "10.18653/v1/S18-1058",
    pages = "385--389"
}
@inproceedings{liu-2018-emonlp,
    title = "{E}mo{NLP} at {S}em{E}val-2018 Task 2: {E}nglish Emoji Prediction with Gradient Boosting Regression Tree Method and Bidirectional {LSTM}",
    author = "Liu, Man",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1059/",
    doi = "10.18653/v1/S18-1059",
    pages = "390--394"
}
@inproceedings{wang-pedersen-2018-umdsub,
    title = "{UMDS}ub at {S}em{E}val-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding",
    author = "Wang, Zhenduo  and
      Pedersen, Ted",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1060/",
    doi = "10.18653/v1/S18-1060",
    pages = "395--399"
}
@inproceedings{beaulieu-asamoah-owusu-2018-umduluth,
    title = "{UMD}uluth-{CS}8761 at {S}em{E}val-2018 Task 2: Emojis: Too many Choices?",
    author = "Beaulieu, Jonathan  and
      Asamoah Owusu, Dennis",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1061/",
    doi = "10.18653/v1/S18-1061",
    pages = "400--404"
}
@inproceedings{alexa-etal-2018-dabblers,
    title = "The Dabblers at {S}em{E}val-2018 Task 2: Multilingual Emoji Prediction",
    author = "Alexa, Larisa  and
      Lorenț, Alina  and
      G{\^i}fu, Daniela  and
      Trandab{\u{a}}ț, Diana",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1062/",
    doi = "10.18653/v1/S18-1062",
    pages = "405--409"
}
@inproceedings{wu-etal-2018-thu-ngn-semeval,
    title = "{THU}{\_}{NGN} at {S}em{E}val-2018 Task 2: Residual {CNN}-{LSTM} Network with Attention for {E}nglish Emoji Prediction",
    author = "Wu, Chuhan  and
      Wu, Fangzhao  and
      Wu, Sixing  and
      Yuan, Zhigang  and
      Liu, Junxin  and
      Huang, Yongfeng",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1063/",
    doi = "10.18653/v1/S18-1063",
    pages = "410--414"
}
@inproceedings{ribeiro-silva-2018-teaminf,
    title = "{\#}{T}eam{INF} at {S}em{E}val-2018 Task 2: Emoji Prediction in Tweets",
    author = "Ribeiro, Alison  and
      Silva, N{\'a}dia",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1064/",
    doi = "10.18653/v1/S18-1064",
    pages = "415--418"
}
@inproceedings{xie-song-2018-eica,
    title = "{EICA} Team at {S}em{E}val-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction",
    author = "Xie, Yufei  and
      Song, Qingqing",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1065/",
    doi = "10.18653/v1/S18-1065",
    pages = "419--422"
}
@inproceedings{chen-etal-2018-emojiit,
    title = "{E}moji{I}t at {S}em{E}val-2018 Task 2: An Effective Attention-Based Recurrent Neural Network Model for Emoji Prediction with Characters Gated Words",
    author = "Chen, Shiyun  and
      Wang, Maoquan  and
      He, Liang",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1066/",
    doi = "10.18653/v1/S18-1066",
    pages = "423--427"
}
@inproceedings{chen-etal-2018-peperomia,
    title = "Peperomia at {S}em{E}val-2018 Task 2: Vector Similarity Based Approach for Emoji Prediction",
    author = "Chen, Jing  and
      Yang, Dechuan  and
      Li, Xilian  and
      Chen, Wei  and
      Wang, Tengjiao",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1067/",
    doi = "10.18653/v1/S18-1067",
    pages = "428--432"
}
@inproceedings{lu-etal-2018-ecnu,
    title = "{ECNU} at {S}em{E}val-2018 Task 2: Leverage Traditional {NLP} Features and Neural Networks Methods to Address {T}witter Emoji Prediction Task",
    author = "Lu, Xingwu  and
      Mao, Xin  and
      Lan, Man  and
      Wu, Yuanbin",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1068/",
    doi = "10.18653/v1/S18-1068",
    pages = "433--437"
}
@inproceedings{baziotis-etal-2018-ntua-slp,
    title = "{NTUA}-{SLP} at {S}em{E}val-2018 Task 2: Predicting Emojis using {RNN}s with Context-aware Attention",
    author = "Baziotis, Christos  and
      Nikolaos, Athanasiou  and
      Kolovou, Athanasia  and
      Paraskevopoulos, Georgios  and
      Ellinas, Nikolaos  and
      Potamianos, Alexandros",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1069/",
    doi = "10.18653/v1/S18-1069",
    pages = "438--444"
}
@inproceedings{coster-etal-2018-hatching,
    title = "Hatching Chick at {S}em{E}val-2018 Task 2: Multilingual Emoji Prediction",
    author = {Coster, Jo{\"e}l  and
      van Dalen, Reinder Gerard  and
      Stierman, Nathalie Adri{\"e}nne Jacqueline},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1070/",
    doi = "10.18653/v1/S18-1070",
    pages = "445--448"
}
@inproceedings{zhou-etal-2018-epution,
    title = "{EPUTION} at {S}em{E}val-2018 Task 2: Emoji Prediction with User Adaption",
    author = "Zhou, Liyuan  and
      Xu, Qiongkai  and
      Suominen, Hanna  and
      Gedeon, Tom",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1071/",
    doi = "10.18653/v1/S18-1071",
    pages = "449--453"
}
@inproceedings{groot-etal-2018-pickleteam,
    title = "{P}ickle{T}eam! at {S}em{E}val-2018 Task 2: {E}nglish and {S}panish Emoji Prediction from Tweets",
    author = "Groot, Daphne  and
      Kruizinga, R{\'e}mon  and
      Veldthuis, Hennie  and
      de Wit, Simon  and
      Haagsma, Hessel",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1072/",
    doi = "10.18653/v1/S18-1072",
    pages = "454--458"
}
@inproceedings{wang-etal-2018-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2018 Task 2: Multi-ensemble {B}i-{GRU} Model with Attention Mechanism for Multilingual Emoji Prediction",
    author = "Wang, Nan  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1073/",
    doi = "10.18653/v1/S18-1073",
    pages = "459--465"
}
@inproceedings{effrosynidis-etal-2018-duth,
    title = "{DUTH} at {S}em{E}val-2018 Task 2: Emoji Prediction in Tweets",
    author = "Effrosynidis, Dimitrios  and
      Peikos, Georgios  and
      Symeonidis, Symeon  and
      Arampatzis, Avi",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1074/",
    doi = "10.18653/v1/S18-1074",
    pages = "466--469"
}
@inproceedings{basile-lino-2018-tajjeb,
    title = "{TAJJEB} at {S}em{E}val-2018 Task 2: Traditional Approaches Just Do the Job with Emoji Prediction",
    author = "Basile, Angelo  and
      Lino, Kenny W.",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1075/",
    doi = "10.18653/v1/S18-1075",
    pages = "470--476"
}
@inproceedings{zanzotto-santilli-2018-syntnn,
    title = "{S}ynt{NN} at {S}em{E}val-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons",
    author = "Zanzotto, Fabio Massimo  and
      Santilli, Andrea",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1076/",
    doi = "10.18653/v1/S18-1076",
    pages = "477--481"
}
@inproceedings{jin-pedersen-2018-duluth,
    title = "{D}uluth {UROP} at {S}em{E}val-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling",
    author = "Jin, Shuning  and
      Pedersen, Ted",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1077/",
    doi = "10.18653/v1/S18-1077",
    pages = "482--485"
}
@inproceedings{j-r-etal-2018-cennlp-semeval,
    title = "{CENNLP} at {S}em{E}val-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation",
    author = "J R, Naveen  and
      V, Hariharan  and
      Ganesh H. B., Barathi  and
      Kumar M, Anand  and
      K P, Soman",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1078/",
    doi = "10.18653/v1/S18-1078",
    pages = "486--490"
}
@inproceedings{gerber-shardlow-2018-manchester,
    title = "{M}anchester Metropolitan at {S}em{E}val-2018 Task 2: Random Forest with an Ensemble of Features for Predicting Emoji in Tweets",
    author = "Gerber, Luciano  and
      Shardlow, Matthew",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1079/",
    doi = "10.18653/v1/S18-1079",
    pages = "491--496"
}
@inproceedings{kopev-etal-2018-tweety,
    title = "Tweety at {S}em{E}val-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine",
    author = "Kopev, Daniel  and
      Atanasov, Atanas  and
      Zlatkova, Dimitrina  and
      Hardalov, Momchil  and
      Koychev, Ivan  and
      Nikolova, Ivelina  and
      Angelova, Galia",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1080/",
    doi = "10.18653/v1/S18-1080",
    pages = "497--501"
}
@inproceedings{guibon-etal-2018-lis,
    title = "{LIS} at {S}em{E}val-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction",
    author = {Guibon, Ga{\"e}l  and
      Ochs, Magalie  and
      Bellot, Patrice},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1081/",
    doi = "10.18653/v1/S18-1081",
    pages = "502--506"
}
@inproceedings{swanberg-etal-2018-alanis,
    title = "{ALANIS} at {S}em{E}val-2018 Task 3: A Feature Engineering Approach to Irony Detection in {E}nglish Tweets",
    author = "Swanberg, Kevin  and
      Mirza, Madiha  and
      Pedersen, Ted  and
      Wang, Zhenduo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1082/",
    doi = "10.18653/v1/S18-1082",
    pages = "507--511"
}
@inproceedings{dragoni-2018-neurosent-pdi,
    title = "{NEUROSENT}-{PDI} at {S}em{E}val-2018 Task 3: Understanding Irony in Social Networks Through a Multi-Domain Sentiment Model",
    author = "Dragoni, Mauro",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1083/",
    doi = "10.18653/v1/S18-1083",
    pages = "512--519"
}
@inproceedings{hercig-2018-uwb,
    title = "{UWB} at {S}em{E}val-2018 Task 3: Irony detection in {E}nglish tweets",
    author = "Hercig, Tom{\'a}{\v{s}}",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1084/",
    doi = "10.18653/v1/S18-1084",
    pages = "520--524"
}
@inproceedings{vu-etal-2018-nihrio,
    title = "{NIHRIO} at {S}em{E}val-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in {T}witter",
    author = "Vu, Thanh  and
      Nguyen, Dat Quoc  and
      Vu, Xuan-Son  and
      Nguyen, Dai Quoc  and
      Catt, Michael  and
      Trenell, Michael",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1085/",
    doi = "10.18653/v1/S18-1085",
    pages = "525--530"
}
@inproceedings{ghanem-etal-2018-ldr,
    title = "{LDR} at {S}em{E}val-2018 Task 3: A Low Dimensional Text Representation for Irony Detection",
    author = "Ghanem, Bilal  and
      Rangel, Francisco  and
      Rosso, Paolo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1086/",
    doi = "10.18653/v1/S18-1086",
    pages = "531--536"
}
@inproceedings{marrese-taylor-etal-2018-iiidyt,
    title = "{IIIDYT} at {S}em{E}val-2018 Task 3: Irony detection in {E}nglish tweets",
    author = "Marrese-Taylor, Edison  and
      Ilic, Suzana  and
      Balazs, Jorge  and
      Prendinger, Helmut  and
      Matsuo, Yutaka",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1087/",
    doi = "10.18653/v1/S18-1087",
    pages = "537--540"
}
@inproceedings{mikhalkova-etal-2018-punfields,
    title = "{P}un{F}ields at {S}em{E}val-2018 Task 3: Detecting Irony by Tools of Humor Analysis",
    author = "Mikhalkova, Elena  and
      Karyakin, Yuri  and
      Voronov, Alexander  and
      Grigoriev, Dmitry  and
      Leoznov, Artem",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1088/",
    doi = "10.18653/v1/S18-1088",
    pages = "541--545"
}
@inproceedings{cho-etal-2018-hashcount,
    title = "{H}ash{C}ount at {S}em{E}val-2018 Task 3: Concatenative Featurization of Tweet and Hashtags for Irony Detection",
    author = "Cho, Won Ik  and
      Kang, Woo Hyun  and
      Kim, Nam Soo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1089/",
    doi = "10.18653/v1/S18-1089",
    pages = "546--552"
}
@inproceedings{rohanian-etal-2018-wlv,
    title = "{WLV} at {S}em{E}val-2018 Task 3: Dissecting Tweets in Search of Irony",
    author = "Rohanian, Omid  and
      Taslimipoor, Shiva  and
      Evans, Richard  and
      Mitkov, Ruslan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1090/",
    doi = "10.18653/v1/S18-1090",
    pages = "553--559"
}
@inproceedings{san-2018-random,
    title = "Random Decision Syntax Trees at {S}em{E}val-2018 Task 3: {LSTM}s and Sentiment Scores for Irony Detection",
    author = "San, Aidan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1091/",
    doi = "10.18653/v1/S18-1091",
    pages = "560--564"
}
@inproceedings{gonzalez-etal-2018-elirf,
    title = "{EL}i{RF}-{UPV} at {S}em{E}val-2018 Tasks 1 and 3: Affect and Irony Detection in Tweets",
    author = "Gonz{\'a}lez, Jos{\'e}-{\'A}ngel  and
      Hurtado, Llu{\'i}s-F.  and
      Pla, Ferran",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1092/",
    doi = "10.18653/v1/S18-1092",
    pages = "565--569"
}
@inproceedings{ghosh-veale-2018-ironymagnet,
    title = "{I}rony{M}agnet at {S}em{E}val-2018 Task 3: A {S}iamese network for Irony detection in Social media",
    author = "Ghosh, Aniruddha  and
      Veale, Tony",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1093/",
    doi = "10.18653/v1/S18-1093",
    pages = "570--575"
}
@inproceedings{sherif-etal-2018-ctsys,
    title = "{CTS}ys at {S}em{E}val-2018 Task 3: Irony in Tweets",
    author = "Sherif, Myan  and
      Mamdouh, Sherine  and
      Ghazi, Wegdan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1094/",
    doi = "10.18653/v1/S18-1094",
    pages = "576--580"
}
@inproceedings{ahmed-etal-2018-irony,
    title = "Irony Detector at {S}em{E}val-2018 Task 3: Irony Detection in {E}nglish Tweets using Word Graph",
    author = "Ahmed, Usman  and
      Zafar, Lubna  and
      Qayyum, Faiza  and
      Arshad Islam, Muhammad",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1095/",
    doi = "10.18653/v1/S18-1095",
    pages = "581--586"
}
@inproceedings{dearden-baron-2018-lancaster,
    title = "{L}ancaster at {S}em{E}val-2018 Task 3: Investigating Ironic Features in {E}nglish Tweets",
    author = "Dearden, Edward  and
      Baron, Alistair",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1096/",
    doi = "10.18653/v1/S18-1096",
    pages = "587--593"
}
@inproceedings{hernandez-farias-etal-2018-inaoe,
    title = "{INAOE}-{UPV} at {S}em{E}val-2018 Task 3: An Ensemble Approach for Irony Detection in {T}witter",
    author = "Hern{\'a}ndez Far{\'i}as, Delia Iraz{\'u}  and
      S{\'a}nchez-Vega, Fernando  and
      Montes-y-G{\'o}mez, Manuel  and
      Rosso, Paolo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1097/",
    doi = "10.18653/v1/S18-1097",
    pages = "594--599"
}
@inproceedings{yin-etal-2018-ecnu,
    title = "{ECNU} at {S}em{E}val-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods",
    author = "Yin, Zhenghang  and
      Wang, Feixiang  and
      Lan, Man  and
      Wang, Wenting",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1098/",
    doi = "10.18653/v1/S18-1098",
    pages = "600--606"
}
@inproceedings{durlich-2018-kluenicorn,
    title = "{KLUE}nicorn at {S}em{E}val-2018 Task 3: A Naive Approach to Irony Detection",
    author = {D{\"u}rlich, Luise},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1099/",
    doi = "10.18653/v1/S18-1099",
    pages = "607--612"
}
@inproceedings{baziotis-etal-2018-ntua-slp-semeval,
    title = "{NTUA}-{SLP} at {S}em{E}val-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive {RNN}s",
    author = "Baziotis, Christos  and
      Nikolaos, Athanasiou  and
      Papalampidi, Pinelopi  and
      Kolovou, Athanasia  and
      Paraskevopoulos, Georgios  and
      Ellinas, Nikolaos  and
      Potamianos, Alexandros",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1100/",
    doi = "10.18653/v1/S18-1100",
    pages = "613--621"
}
@inproceedings{peng-etal-2018-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2018 Task 3: Ensemble Neural Network Models for Irony Detection on {T}witter",
    author = "Peng, Bo  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1101/",
    doi = "10.18653/v1/S18-1101",
    pages = "622--627"
}
@inproceedings{nikhil-mayank-srivastava-2018-binarizer,
    title = "Binarizer at {S}em{E}val-2018 Task 3: Parsing dependency and deep learning for irony detection",
    author = "Nikhil, Nishant  and
      Mayank Srivastava, Muktabh",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1102/",
    doi = "10.18653/v1/S18-1102",
    pages = "628--632"
}
@inproceedings{s-etal-2018-ssn-mlrg1,
    title = "{SSN} {MLRG}1 at {S}em{E}val-2018 Task 3: Irony Detection in {E}nglish Tweets Using {M}ulti{L}ayer Perceptron",
    author = "S, Rajalakshmi  and
      S, Angel Deborah  and
      Rajendram, S Milton  and
      T T, Mirnalinee",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1103/",
    doi = "10.18653/v1/S18-1103",
    pages = "633--637"
}
@inproceedings{rangwani-etal-2018-nlprl,
    title = "{NLPRL}-{IITBHU} at {S}em{E}val-2018 Task 3: Combining Linguistic Features and Emoji pre-trained {CNN} for Irony Detection in Tweets",
    author = "Rangwani, Harsh  and
      Kulshreshtha, Devang  and
      Kumar Singh, Anil",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1104/",
    doi = "10.18653/v1/S18-1104",
    pages = "638--642"
}
@inproceedings{hernandez-farias-etal-2018-valento,
    title = "{V}alen{TO} at {S}em{E}val-2018 Task 3: Exploring the Role of Affective Content for Detecting Irony in {E}nglish Tweets",
    author = "Hern{\'a}ndez Far{\'i}as, Delia Iraz{\'u}  and
      Patti, Viviana  and
      Rosso, Paolo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1105/",
    doi = "10.18653/v1/S18-1105",
    pages = "643--648"
}
@inproceedings{pamungkas-patti-2018-nondicevosulserio,
    title = "{\#}{N}on{D}icevo{S}ul{S}erio at {S}em{E}val-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in {E}nglish Tweets",
    author = "Pamungkas, Endang Wahyu  and
      Patti, Viviana",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1106/",
    doi = "10.18653/v1/S18-1106",
    pages = "649--654"
}
@inproceedings{park-etal-2018-knu,
    title = "{KNU} {CI} System at {S}em{E}val-2018 Task4: Character Identification by Solving Sequence-Labeling Problem",
    author = "Park, Cheoneum  and
      Song, Heejun  and
      Lee, Changki",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1107/",
    doi = "10.18653/v1/S18-1107",
    pages = "655--659"
}
@inproceedings{vossen-2018-newsreader,
    title = "{N}ews{R}eader at {S}em{E}val-2018 Task 5: Counting events by reasoning over event-centric-knowledge-graphs",
    author = "Vossen, Piek",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1108/",
    doi = "10.18653/v1/S18-1108",
    pages = "660--666"
}
@inproceedings{abreu-oliveira-2018-feup,
    title = "{FEUP} at {S}em{E}val-2018 Task 5: An Experimental Study of a Question Answering System",
    author = "Abreu, Carla  and
      Oliveira, Eug{\'e}nio",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1109/",
    doi = "10.18653/v1/S18-1109",
    pages = "667--673"
}
@inproceedings{liu-etal-2018-nai,
    title = "{NAI}-{SEA} at {S}em{E}val-2018 Task 5: An Event Search System",
    author = "Liu, Yingchi  and
      Li, Quanzhi  and
      Si, Luo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1110/",
    doi = "10.18653/v1/S18-1110",
    pages = "674--678"
}
@inproceedings{gabor-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers",
    author = {G{\'a}bor, Kata  and
      Buscaldi, Davide  and
      Schumann, Anne-Kathrin  and
      QasemiZadeh, Behrang  and
      Zargayouna, Ha{\"i}fa  and
      Charnois, Thierry},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1111/",
    doi = "10.18653/v1/S18-1111",
    pages = "679--688"
}
@inproceedings{rotsztejn-etal-2018-eth,
    title = "{ETH}-{DS}3{L}ab at {S}em{E}val-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction",
    author = "Rotsztejn, Jonathan  and
      Hollenstein, Nora  and
      Zhang, Ce",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1112/",
    doi = "10.18653/v1/S18-1112",
    pages = "689--696"
}
@inproceedings{phandi-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 8: Semantic Extraction from {C}ybersec{U}rity {RE}ports using Natural Language Processing ({S}ecure{NLP})",
    author = "Phandi, Peter  and
      Silva, Amila  and
      Lu, Wei",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1113/",
    doi = "10.18653/v1/S18-1113",
    pages = "697--706"
}
@inproceedings{ma-etal-2018-dm,
    title = "{DM}{\_}{NLP} at {S}em{E}val-2018 Task 8: neural sequence labeling with linguistic features",
    author = "Ma, Chunping  and
      Zheng, Huafei  and
      Xie, Pengjun  and
      Li, Chen  and
      Li, Linlin  and
      Si, Luo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1114/",
    doi = "10.18653/v1/S18-1114",
    pages = "707--711"
}
@inproceedings{camacho-collados-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 9: Hypernym Discovery",
    author = "Camacho-Collados, Jose  and
      Delli Bovi, Claudio  and
      Espinosa-Anke, Luis  and
      Oramas, Sergio  and
      Pasini, Tommaso  and
      Santus, Enrico  and
      Shwartz, Vered  and
      Navigli, Roberto  and
      Saggion, Horacio",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1115/",
    doi = "10.18653/v1/S18-1115",
    pages = "712--724"
}
@inproceedings{bernier-colborne-barriere-2018-crim,
    title = "{CRIM} at {S}em{E}val-2018 Task 9: A Hybrid Approach to Hypernym Discovery",
    author = "Bernier-Colborne, Gabriel  and
      Barri{\`e}re, Caroline",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1116/",
    doi = "10.18653/v1/S18-1116",
    pages = "725--731"
}
@inproceedings{krebs-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 10: Capturing Discriminative Attributes",
    author = "Krebs, Alicia  and
      Lenci, Alessandro  and
      Paperno, Denis",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1117/",
    doi = "10.18653/v1/S18-1117",
    pages = "732--740"
}
@inproceedings{lai-etal-2018-sunnynlp,
    title = "{SUNNYNLP} at {S}em{E}val-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features",
    author = "Lai, Sunny  and
      Leung, Kwong Sak  and
      Leung, Yee",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1118/",
    doi = "10.18653/v1/S18-1118",
    pages = "741--746"
}
@inproceedings{ostermann-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 11: Machine Comprehension Using Commonsense Knowledge",
    author = "Ostermann, Simon  and
      Roth, Michael  and
      Modi, Ashutosh  and
      Thater, Stefan  and
      Pinkal, Manfred",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1119/",
    doi = "10.18653/v1/S18-1119",
    pages = "747--757"
}
@inproceedings{wang-etal-2018-yuanfudao,
    title = "Yuanfudao at {S}em{E}val-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension",
    author = "Wang, Liang  and
      Sun, Meng  and
      Zhao, Wei  and
      Shen, Kewei  and
      Liu, Jingming",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1120/",
    doi = "10.18653/v1/S18-1120",
    pages = "758--762"
}
@inproceedings{habernal-etal-2018-semeval,
    title = "{S}em{E}val-2018 Task 12: The Argument Reasoning Comprehension Task",
    author = "Habernal, Ivan  and
      Wachsmuth, Henning  and
      Gurevych, Iryna  and
      Stein, Benno",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1121/",
    doi = "10.18653/v1/S18-1121",
    pages = "763--772"
}
@inproceedings{choi-lee-2018-gist,
    title = "{GIST} at {S}em{E}val-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task",
    author = "Choi, HongSeok  and
      Lee, Hyunju",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1122/",
    doi = "10.18653/v1/S18-1122",
    pages = "773--777"
}
@inproceedings{renslow-neumann-2018-lightrel,
    title = "{L}ight{R}el at {S}em{E}val-2018 Task 7: Lightweight and Fast Relation Classification",
    author = {Renslow, Tyler  and
      Neumann, G{\"u}nter},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1123/",
    doi = "10.18653/v1/S18-1123",
    pages = "778--782"
}
@inproceedings{dhyani-2018-ohiostate,
    title = "{O}hio{S}tate at {S}em{E}val-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks",
    author = "Dhyani, Dushyanta",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1124/",
    doi = "10.18653/v1/S18-1124",
    pages = "783--787"
}
@inproceedings{luan-etal-2018-uwnlp,
    title = "The {UWNLP} system at {S}em{E}val-2018 Task 7: Neural Relation Extraction Model with Selectively Incorporated Concept Embeddings",
    author = "Luan, Yi  and
      Ostendorf, Mari  and
      Hajishirzi, Hannaneh",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1125/",
    doi = "10.18653/v1/S18-1125",
    pages = "788--792"
}
@inproceedings{suarez-paniagua-etal-2018-uc3m,
    title = "{UC}3{M}-{NII} Team at {S}em{E}val-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network",
    author = "Su{\'a}rez-Paniagua, V{\'i}ctor  and
      Segura-Bedmar, Isabel  and
      Aizawa, Akiko",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1126/",
    doi = "10.18653/v1/S18-1126",
    pages = "793--797"
}
@inproceedings{jin-etal-2018-mit,
    title = "{MIT}-{MEDG} at {S}em{E}val-2018 Task 7: Semantic Relation Classification via Convolution Neural Network",
    author = "Jin, Di  and
      Dernoncourt, Franck  and
      Sergeeva, Elena  and
      McDermott, Matthew  and
      Chauhan, Geeticka",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1127/",
    doi = "10.18653/v1/S18-1127",
    pages = "798--804"
}
@inproceedings{nooralahzadeh-etal-2018-sirius,
    title = "{SIRIUS}-{LTG}-{U}i{O} at {S}em{E}val-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers",
    author = "Nooralahzadeh, Farhad  and
      {\O}vrelid, Lilja  and
      L{\o}nning, Jan Tore",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1128/",
    doi = "10.18653/v1/S18-1128",
    pages = "805--810"
}
@inproceedings{yin-etal-2018-ircms,
    title = "{IRCMS} at {S}em{E}val-2018 Task 7 : Evaluating a basic {CNN} Method and Traditional Pipeline Method for Relation Classification",
    author = "Yin, Zhongbo  and
      Luo, Zhunchen  and
      Luo, Wei  and
      Bin, Mao  and
      Tian, Changhai  and
      Ye, Yuming  and
      Wu, Shuai",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1129/",
    doi = "10.18653/v1/S18-1129",
    pages = "811--815"
}
@inproceedings{neves-etal-2018-bf3r,
    title = "{B}f3{R} at {S}em{E}val-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts",
    author = {Neves, Mariana  and
      Butzke, Daniel  and
      Sch{\"o}nfelder, Gilbert  and
      Grune, Barbara},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1130/",
    doi = "10.18653/v1/S18-1130",
    pages = "816--820"
}
@inproceedings{sysoev-mayorov-2018-texterra,
    title = "Texterra at {S}em{E}val-2018 Task 7: Exploiting Syntactic Information for Relation Extraction and Classification in Scientific Papers",
    author = "Sysoev, Andrey  and
      Mayorov, Vladimir",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1131/",
    doi = "10.18653/v1/S18-1131",
    pages = "821--825"
}
@inproceedings{keiper-etal-2018-unima,
    title = "{U}ni{M}a at {S}em{E}val-2018 Task 7: Semantic Relation Extraction and Classification from Scientific Publications",
    author = "Keiper, Thorsten  and
      Lyu, Zhonghao  and
      Pooladzadeh, Sara  and
      Xu, Yuan  and
      Zhang, Jingyi  and
      Lauscher, Anne  and
      Ponzetto, Simone Paolo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1132/",
    doi = "10.18653/v1/S18-1132",
    pages = "826--830"
}
@inproceedings{macavaney-etal-2018-gu,
    title = "{GU} {IRLAB} at {S}em{E}val-2018 Task 7: Tree-{LSTM}s for Scientific Relation Classification",
    author = "MacAvaney, Sean  and
      Soldaini, Luca  and
      Cohan, Arman  and
      Goharian, Nazli",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1133/",
    doi = "10.18653/v1/S18-1133",
    pages = "831--835"
}
@inproceedings{hettinger-etal-2018-claire,
    title = "{C}lai{RE} at {S}em{E}val-2018 Task 7: Classification of Relations using Embeddings",
    author = "Hettinger, Lena  and
      Dallmann, Alexander  and
      Zehe, Albin  and
      Niebler, Thomas  and
      Hotho, Andreas",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1134/",
    doi = "10.18653/v1/S18-1134",
    pages = "836--841"
}
@inproceedings{gluhak-etal-2018-takelab,
    title = "{T}ake{L}ab at {S}em{E}val-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts",
    author = "Gluhak, Martin  and
      di Buono, Maria Pia  and
      Akkasi, Abbas  and
      {\v{S}}najder, Jan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1135/",
    doi = "10.18653/v1/S18-1135",
    pages = "842--847"
}
@inproceedings{dragoni-2018-neurosent-pdi-semeval,
    title = "{NEUROSENT}-{PDI} at {S}em{E}val-2018 Task 7: Discovering Textual Relations With a Neural Network Model",
    author = "Dragoni, Mauro",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1136/",
    doi = "10.18653/v1/S18-1136",
    pages = "848--852"
}
@inproceedings{mahendran-etal-2018-scirel,
    title = "{S}ci{REL} at {S}em{E}val-2018 Task 7: A System for Semantic Relation Extraction and Classification",
    author = "Mahendran, Darshini  and
      Brahmana, Chathurika  and
      McInnes, Bridget",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1137/",
    doi = "10.18653/v1/S18-1137",
    pages = "853--857"
}
@inproceedings{barik-etal-2018-ntnu,
    title = "{NTNU} at {S}em{E}val-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers",
    author = {Barik, Biswanath  and
      Sikdar, Utpal Kumar  and
      Gamb{\"a}ck, Bj{\"o}rn},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1138/",
    doi = "10.18653/v1/S18-1138",
    pages = "858--862"
}
@inproceedings{pratap-etal-2018-talla,
    title = "Talla at {S}em{E}val-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks",
    author = "Pratap, Bhanu  and
      Shank, Daniel  and
      Ositelu, Oladipo  and
      Galbraith, Byron",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1139/",
    doi = "10.18653/v1/S18-1139",
    pages = "863--867"
}
@inproceedings{r-etal-2018-teamdl,
    title = "{T}eam{DL} at {S}em{E}val-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields",
    author = "R, Manikandan  and
      Madgula, Krishna  and
      Saha, Snehanshu",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1140/",
    doi = "10.18653/v1/S18-1140",
    pages = "868--873"
}
@inproceedings{fu-etal-2018-hccl,
    title = "{HCCL} at {S}em{E}val-2018 Task 8: An End-to-End System for Sequence Labeling from Cybersecurity Reports",
    author = "Fu, Mingming  and
      Zhao, Xuemin  and
      Yan, Yonghong",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1141/",
    doi = "10.18653/v1/S18-1141",
    pages = "874--877"
}
@inproceedings{padia-etal-2018-umbc,
    title = "{UMBC} at {S}em{E}val-2018 Task 8: Understanding Text about Malware",
    author = "Padia, Ankur  and
      Roy, Arpita  and
      Satyapanich, Taneeya  and
      Ferraro, Francis  and
      Pan, Shimei  and
      Park, Youngja  and
      Joshi, Anupam  and
      Finin, Tim",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1142/",
    doi = "10.18653/v1/S18-1142",
    pages = "878--884"
}
@inproceedings{loyola-etal-2018-villani,
    title = "Villani at {S}em{E}val-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning",
    author = "Loyola, Pablo  and
      Gajananan, Kugamoorthy  and
      Watanabe, Yuji  and
      Satoh, Fumiko",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1143/",
    doi = "10.18653/v1/S18-1143",
    pages = "885--889"
}
@inproceedings{sikdar-etal-2018-flytxt,
    title = {{F}lytxt{\_}{NTNU} at {S}em{E}val-2018 Task 8: Identifying and Classifying Malware Text Using Conditional Random Fields and Na{\"i}ve {B}ayes Classifiers},
    author = {Sikdar, Utpal Kumar  and
      Barik, Biswanath  and
      Gamb{\"a}ck, Bj{\"o}rn},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1144/",
    doi = "10.18653/v1/S18-1144",
    pages = "890--893"
}
@inproceedings{brew-2018-digital,
    title = "Digital Operatives at {S}em{E}val-2018 Task 8: Using dependency features for malware {NLP}",
    author = "Brew, Chris",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1145/",
    doi = "10.18653/v1/S18-1145",
    pages = "894--897"
}
@inproceedings{onofrei-etal-2018-apollo,
    title = "{A}pollo at {S}em{E}val-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies",
    author = "Onofrei, Mihaela  and
      Hulub, Ionuț  and
      Trandab{\u{a}}ț, Diana  and
      G{\^i}fu, Daniela",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1146/",
    doi = "10.18653/v1/S18-1146",
    pages = "898--902"
}
@inproceedings{zhang-etal-2018-sjtu,
    title = "{SJTU}-{NLP} at {S}em{E}val-2018 Task 9: Neural Hypernym Discovery with Term Embeddings",
    author = "Zhang, Zhuosheng  and
      Li, Jiangtong  and
      Zhao, Hai  and
      Tang, Bingjie",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1147/",
    doi = "10.18653/v1/S18-1147",
    pages = "903--908"
}
@inproceedings{qiu-etal-2018-nlp,
    title = "{NLP}{\_}{HZ} at {S}em{E}val-2018 Task 9: a Nearest Neighbor Approach",
    author = "Qiu, Wei  and
      Chen, Mosha  and
      Li, Linlin  and
      Si, Luo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1148/",
    doi = "10.18653/v1/S18-1148",
    pages = "909--913"
}
@inproceedings{hassan-etal-2018-umduluth,
    title = "{UMD}uluth-{CS}8761 at {S}em{E}val-2018 Task9: Hypernym Discovery using Hearst Patterns, Co-occurrence frequencies and Word Embeddings",
    author = "Hassan, Arshia Zernab  and
      Vallabhajosyula, Manikya Swathi  and
      Pedersen, Ted",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1149/",
    doi = "10.18653/v1/S18-1149",
    pages = "914--918"
}
@inproceedings{issa-alaa-aldine-etal-2018-expr,
    title = "{EXPR} at {S}em{E}val-2018 Task 9: A Combined Approach for Hypernym Discovery",
    author = "Issa Alaa Aldine, Ahmad  and
      Harzallah, Mounira  and
      Berio, Giuseppe  and
      B{\'e}chet, Nicolas  and
      Faour, Ahmad",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1150/",
    doi = "10.18653/v1/S18-1150",
    pages = "919--923"
}
@inproceedings{maldonado-klubicka-2018-adapt,
    title = "{ADAPT} at {S}em{E}val-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora",
    author = "Maldonado, Alfredo  and
      Klubi{\v{c}}ka, Filip",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1151/",
    doi = "10.18653/v1/S18-1151",
    pages = "924--927"
}
@inproceedings{berend-etal-2018-300,
    title = "300-sparsans at {S}em{E}val-2018 Task 9: Hypernymy as interaction of sparse attributes",
    author = {Berend, G{\'a}bor  and
      Makrai, M{\'a}rton  and
      F{\"o}ldi{\'a}k, P{\'e}ter},
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1152/",
    doi = "10.18653/v1/S18-1152",
    pages = "928--934"
}
@inproceedings{brychcin-etal-2018-uwb,
    title = "{UWB} at {S}em{E}val-2018 Task 10: Capturing Discriminative Attributes from Word Distributions",
    author = "Brychc{\'i}n, Tom{\'a}{\v{s}}  and
      Hercig, Tom{\'a}{\v{s}}  and
      Steinberger, Josef  and
      Konkol, Michal",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1153/",
    doi = "10.18653/v1/S18-1153",
    pages = "935--939"
}
@inproceedings{sommerauer-etal-2018-meaning,
    title = "Meaning{\_}space at {S}em{E}val-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings",
    author = "Sommerauer, Pia  and
      Fokkens, Antske  and
      Vossen, Piek",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1154/",
    doi = "10.18653/v1/S18-1154",
    pages = "940--946"
}
@inproceedings{attia-etal-2018-ghh,
    title = "{GHH} at {S}em{E}val-2018 Task 10: Discovering Discriminative Attributes in Distributional Semantics",
    author = "Attia, Mohammed  and
      Samih, Younes  and
      Faruqui, Manaal  and
      Maier, Wolfgang",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1155/",
    doi = "10.18653/v1/S18-1155",
    pages = "947--952"
}
@inproceedings{gamallo-2018-citiusnlp,
    title = "{C}itius{NLP} at {S}em{E}val-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes",
    author = "Gamallo, Pablo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1156/",
    doi = "10.18653/v1/S18-1156",
    pages = "953--957"
}
@inproceedings{wu-etal-2018-thu-ngn-semeval-2018,
    title = "{THU}{\_}{NGN} at {S}em{E}val-2018 Task 10: Capturing Discriminative Attributes with {MLP}-{CNN} model",
    author = "Wu, Chuhan  and
      Wu, Fangzhao  and
      Wu, Sixing  and
      Yuan, Zhigang  and
      Huang, Yongfeng",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1157/",
    doi = "10.18653/v1/S18-1157",
    pages = "958--962"
}
@inproceedings{dumitru-etal-2018-alb,
    title = "{ALB} at {S}em{E}val-2018 Task 10: A System for Capturing Discriminative Attributes",
    author = "Dumitru, Bogdan  and
      Ciobanu, Alina Maria  and
      Dinu, Liviu P.",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1158/",
    doi = "10.18653/v1/S18-1158",
    pages = "963--967"
}
@inproceedings{gonzalez-etal-2018-elirf-upv,
    title = "{EL}i{RF}-{UPV} at {S}em{E}val-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and {W}ikipedia",
    author = "Gonz{\'a}lez, Jos{\'e}-{\'A}ngel  and
      Hurtado, Llu{\'i}s-F.  and
      Segarra, Encarna  and
      Pla, Ferran",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1159/",
    doi = "10.18653/v1/S18-1159",
    pages = "968--971"
}
@inproceedings{taslimipoor-etal-2018-wolves,
    title = "Wolves at {S}em{E}val-2018 Task 10: Semantic Discrimination based on Knowledge and Association",
    author = "Taslimipoor, Shiva  and
      Rohanian, Omid  and
      Ha, Le An  and
      Corpas Pastor, Gloria  and
      Mitkov, Ruslan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1160/",
    doi = "10.18653/v1/S18-1160",
    pages = "972--976"
}
@inproceedings{arroyo-fernandez-etal-2018-unam,
    title = "{UNAM} at {S}em{E}val-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones",
    author = "Arroyo-Fern{\'a}ndez, Ignacio  and
      Meza, Ivan  and
      M{\'e}ndez-Cruz, Carlos-Francisco",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1161/",
    doi = "10.18653/v1/S18-1161",
    pages = "977--984"
}
@inproceedings{speer-lowry-duda-2018-luminoso,
    title = "{L}uminoso at {S}em{E}val-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge",
    author = "Speer, Robyn  and
      Lowry-Duda, Joanna",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1162/",
    doi = "10.18653/v1/S18-1162",
    pages = "985--989"
}
@inproceedings{santus-etal-2018-bomji,
    title = "{B}om{J}i at {S}em{E}val-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes",
    author = "Santus, Enrico  and
      Biemann, Chris  and
      Chersoni, Emmanuele",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1163/",
    doi = "10.18653/v1/S18-1163",
    pages = "990--994"
}
@inproceedings{grishin-2018-igevorse,
    title = "Igevorse at {S}em{E}val-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes",
    author = "Grishin, Maxim",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1164/",
    doi = "10.18653/v1/S18-1164",
    pages = "995--998"
}
@inproceedings{zhou-etal-2018-ecnu,
    title = "{ECNU} at {S}em{E}val-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection",
    author = "Zhou, Yunxiao  and
      Lan, Man  and
      Wu, Yuanbin",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1165/",
    doi = "10.18653/v1/S18-1165",
    pages = "999--1002"
}
@inproceedings{vinayan-etal-2018-amritanlp,
    title = "{A}mrita{NLP} at {S}em{E}val-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.",
    author = "Vinayan, Vivek  and
      Kumar M, Anand  and
      K P, Soman",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1166/",
    doi = "10.18653/v1/S18-1166",
    pages = "1003--1007"
}
@inproceedings{kulmizev-etal-2018-discriminator,
    title = "Discriminator at {S}em{E}val-2018 Task 10: Minimally Supervised Discrimination",
    author = "Kulmizev, Artur  and
      Abdou, Mostafa  and
      Ravishankar, Vinit  and
      Nissim, Malvina",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1167/",
    doi = "10.18653/v1/S18-1167",
    pages = "1008--1012"
}
@inproceedings{king-etal-2018-unbnlp,
    title = "{UNBNLP} at {S}em{E}val-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes",
    author = "King, Milton  and
      Hakimi Parizi, Ali  and
      Cook, Paul",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1168/",
    doi = "10.18653/v1/S18-1168",
    pages = "1013--1016"
}
@inproceedings{mao-etal-2018-abdn,
    title = "{ABDN} at {S}em{E}val-2018 Task 10: Recognising Discriminative Attributes using Context Embeddings and {W}ord{N}et",
    author = "Mao, Rui  and
      Chen, Guanyi  and
      Li, Ruizhe  and
      Lin, Chenghua",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1169/",
    doi = "10.18653/v1/S18-1169",
    pages = "1017--1021"
}
@inproceedings{zhang-carpuat-2018-umd,
    title = "{UMD} at {S}em{E}val-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?",
    author = "Zhang, Alexander  and
      Carpuat, Marine",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1170/",
    doi = "10.18653/v1/S18-1170",
    pages = "1022--1026"
}
@inproceedings{shiue-etal-2018-ntu,
    title = "{NTU} {NLP} Lab System at {S}em{E}val-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge",
    author = "Shiue, Yow-Ting  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1171/",
    doi = "10.18653/v1/S18-1171",
    pages = "1027--1033"
}
@inproceedings{gonzalez-etal-2018-elirf-upv-semeval,
    title = "{EL}i{RF}-{UPV} at {S}em{E}val-2018 Task 11: Machine Comprehension using Commonsense Knowledge",
    author = "Gonz{\'a}lez, Jos{\'e}-{\'A}ngel  and
      Hurtado, Llu{\'i}s-F.  and
      Segarra, Encarna  and
      Pla, Ferran",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1172/",
    doi = "10.18653/v1/S18-1172",
    pages = "1034--1037"
}
@inproceedings{liu-etal-2018-ynu,
    title = "{YNU}{\_}{AI}1799 at {S}em{E}val-2018 Task 11: Machine Comprehension using Commonsense Knowledge of Different model ensemble",
    author = "Liu, Qingxun  and
      Yao, Hongdou  and
      Zhou, Xaobing  and
      Xie, Ge",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1173/",
    doi = "10.18653/v1/S18-1173",
    pages = "1038--1042"
}
@inproceedings{ding-zhou-2018-ynu,
    title = "{YNU}{\_}{D}eep at {S}em{E}val-2018 Task 11: An Ensemble of Attention-based {B}i{LSTM} Models for Machine Comprehension",
    author = "Ding, Peng  and
      Zhou, Xiaobing",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1174/",
    doi = "10.18653/v1/S18-1174",
    pages = "1043--1047"
}
@inproceedings{sheng-etal-2018-ecnu,
    title = "{ECNU} at {S}em{E}val-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task",
    author = "Sheng, Yixuan  and
      Lan, Man  and
      Wu, Yuanbin",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1175/",
    doi = "10.18653/v1/S18-1175",
    pages = "1048--1052"
}
@inproceedings{jiang-sun-2018-csreader,
    title = "{CSR}eader at {S}em{E}val-2018 Task 11: Multiple Choice Question Answering as Textual Entailment",
    author = "Jiang, Zhengping  and
      Sun, Qi",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1176/",
    doi = "10.18653/v1/S18-1176",
    pages = "1053--1057"
}
@inproceedings{yuan-etal-2018-ynu,
    title = "{YNU}-{HPCC} at {S}emeval-2018 Task 11: Using an Attention-based {CNN}-{LSTM} for Machine Comprehension using Commonsense Knowledge",
    author = "Yuan, Hang  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1177/",
    doi = "10.18653/v1/S18-1177",
    pages = "1058--1062"
}
@inproceedings{xia-2018-jiangnan,
    title = "Jiangnan at {S}em{E}val-2018 Task 11: Deep Neural Network with Attention Method for Machine Comprehension Task",
    author = "Xia, Jiangnan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1178/",
    doi = "10.18653/v1/S18-1178",
    pages = "1063--1067"
}
@inproceedings{reznikova-derczynski-2018-iucm,
    title = "{IUCM} at {S}em{E}val-2018 Task 11: Similar-Topic Texts as a Comprehension Knowledge Source",
    author = "Reznikova, Sofia  and
      Derczynski, Leon",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1179/",
    doi = "10.18653/v1/S18-1179",
    pages = "1068--1072"
}
@inproceedings{li-zhou-2018-lyb3b,
    title = "Lyb3b at {S}em{E}val-2018 Task 11: Machine Comprehension Task using Deep Learning Models",
    author = "Li, Yongbin  and
      Zhou, Xiaobing",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1180/",
    doi = "10.18653/v1/S18-1180",
    pages = "1073--1077"
}
@inproceedings{merkhofer-etal-2018-mitre,
    title = "{MITRE} at {S}em{E}val-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge",
    author = "Merkhofer, Elizabeth  and
      Henderson, John  and
      Bloom, David  and
      Strickhart, Laura  and
      Zarrella, Guido",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1181/",
    doi = "10.18653/v1/S18-1181",
    pages = "1078--1082"
}
@inproceedings{kim-etal-2018-snu,
    title = "{SNU}{\_}{IDS} at {S}em{E}val-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension",
    author = "Kim, Taeuk  and
      Choi, Jihun  and
      Lee, Sang-goo",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1182/",
    doi = "10.18653/v1/S18-1182",
    pages = "1083--1088"
}
@inproceedings{liu-etal-2018-itnlp,
    title = "{ITNLP}-{ARC} at {S}em{E}val-2018 Task 12: Argument Reasoning Comprehension with Attention",
    author = "Liu, Wenjie  and
      Sun, Chengjie  and
      Lin, Lei  and
      Liu, Bingquan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1183/",
    doi = "10.18653/v1/S18-1183",
    pages = "1089--1093"
}
@inproceedings{tian-etal-2018-ecnu,
    title = "{ECNU} at {S}em{E}val-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task",
    author = "Tian, Junfeng  and
      Lan, Man  and
      Wu, Yuanbin",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1184/",
    doi = "10.18653/v1/S18-1184",
    pages = "1094--1098"
}
@inproceedings{niven-kao-2018-nlitrans,
    title = "{NLIT}rans at {S}em{E}val-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension",
    author = "Niven, Timothy  and
      Kao, Hung-Yu",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1185/",
    doi = "10.18653/v1/S18-1185",
    pages = "1099--1103"
}
@inproceedings{zhao-etal-2018-blcu,
    title = "{BLCU}{\_}{NLP} at {S}em{E}val-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention",
    author = "Zhao, Meiqian  and
      Liu, Chunhua  and
      Liu, Lu  and
      Zhao, Yan  and
      Yu, Dong",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1186/",
    doi = "10.18653/v1/S18-1186",
    pages = "1104--1108"
}
@inproceedings{liao-etal-2018-ynu,
    title = "{YNU}-{HPCC} at {S}em{E}val-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional {LSTM} with Attention Model",
    author = "Liao, Quanlei  and
      Yang, Xutao  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1187/",
    doi = "10.18653/v1/S18-1187",
    pages = "1109--1113"
}
@inproceedings{liebeck-etal-2018-hhu,
    title = "{HHU} at {S}em{E}val-2018 Task 12: Analyzing an Ensemble-based Deep Learning Approach for the Argument Mining Task of Choosing the Correct Warrant",
    author = "Liebeck, Matthias  and
      Funke, Andreas  and
      Conrad, Stefan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1188/",
    doi = "10.18653/v1/S18-1188",
    pages = "1114--1119"
}
@inproceedings{ding-zhou-2018-ynu-deep,
    title = "{YNU} Deep at {S}em{E}val-2018 Task 12: A {B}i{LSTM} Model with Neural Attention for Argument Reasoning Comprehension",
    author = "Ding, Peng  and
      Zhou, Xiaobing",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1189/",
    doi = "10.18653/v1/S18-1189",
    pages = "1120--1123"
}
@inproceedings{joshi-etal-2018-unimelb,
    title = "{U}ni{M}elb at {S}em{E}val-2018 Task 12: Generative Implication using {LSTM}s, {S}iamese Networks and Semantic Representations with Synonym Fuzzing",
    author = "Joshi, Anirudh  and
      Baldwin, Tim  and
      Sinnott, Richard O.  and
      Paris, Cecile",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1190/",
    doi = "10.18653/v1/S18-1190",
    pages = "1124--1128"
}
@inproceedings{sui-etal-2018-joker,
    title = "Joker at {S}em{E}val-2018 Task 12: The Argument Reasoning Comprehension with Neural Attention",
    author = "Sui, Guobin  and
      Chao, Wenhan  and
      Luo, Zhunchen",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1191/",
    doi = "10.18653/v1/S18-1191",
    pages = "1129--1132"
}
@inproceedings{brassard-etal-2018-takelab,
    title = "{T}ake{L}ab at {S}em{E}val-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors",
    author = "Brassard, Ana  and
      Kuculo, Tin  and
      Boltu{\v{z}}i{\'c}, Filip  and
      {\v{S}}najder, Jan",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1192/",
    doi = "10.18653/v1/S18-1192",
    pages = "1133--1136"
}
@inproceedings{li-zhou-2018-lyb3b-semeval,
    title = "Lyb3b at {S}em{E}val-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task",
    author = "Li, Yongbin  and
      Zhou, Xiaobing",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1193/",
    doi = "10.18653/v1/S18-1193",
    pages = "1137--1141"
}
@inproceedings{chen-etal-2018-transrw,
    title = "{TRANSRW} at {S}em{E}val-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension",
    author = "Chen, Zhimin  and
      Song, Wei  and
      Liu, Lizhen",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/S18-1194/",
    doi = "10.18653/v1/S18-1194",
    pages = "1142--1145"
}