@proceedings{wnut-2021-noisy,
    title = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.0/"
}
@inproceedings{dadu-etal-2021-text,
    title = "Text Simplification for Comprehension-based Question-Answering",
    author = "Dadu, Tanvi  and
      Pant, Kartikey  and
      Nagar, Seema  and
      Barbhuiya, Ferdous  and
      Dey, Kuntal",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.1/",
    doi = "10.18653/v1/2021.wnut-1.1",
    pages = "1--10"
}
@inproceedings{olsen-plank-2021-finding,
    title = "Finding the needle in a haystack: Extraction of Informative {COVID}-19 {D}anish Tweets",
    author = "Olsen, Benjamin  and
      Plank, Barbara",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.2/",
    doi = "10.18653/v1/2021.wnut-1.2",
    pages = "11--19"
}
@inproceedings{hamalainen-etal-2021-detecting,
    title = "Detecting Depression in {T}hai Blog Posts: a Dataset and a Baseline",
    author = {H{\"a}m{\"a}l{\"a}inen, Mika  and
      Patpong, Pattama  and
      Alnajjar, Khalid  and
      Partanen, Niko  and
      Rueter, Jack},
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.3/",
    doi = "10.18653/v1/2021.wnut-1.3",
    pages = "20--25"
}
@inproceedings{lei-etal-2021-keyphrase,
    title = "Keyphrase Extraction with Incomplete Annotated Training Data",
    author = "Lei, Yanfei  and
      Hu, Chunming  and
      Ma, Guanghui  and
      Zhang, Richong",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.4/",
    doi = "10.18653/v1/2021.wnut-1.4",
    pages = "26--34"
}
@inproceedings{tran-phu-etal-2021-fine,
    title = "Fine-grained Temporal Relation Extraction with Ordered-Neuron {LSTM} and Graph Convolutional Networks",
    author = "Tran Phu, Minh  and
      Nguyen, Minh Van  and
      Nguyen, Thien Huu",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.5/",
    doi = "10.18653/v1/2021.wnut-1.5",
    pages = "35--45"
}
@inproceedings{le-nguyen-2021-happen,
    title = "Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks",
    author = "Le, Duong  and
      Nguyen, Thien Huu",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.6/",
    doi = "10.18653/v1/2021.wnut-1.6",
    pages = "46--55"
}
@inproceedings{cho-kim-2021-google,
    title = "{G}oogle-trickers, Yaminjeongeum, and Leetspeak: An Empirical Taxonomy for Intentionally Noisy User-Generated Text",
    author = "Cho, Won Ik  and
      Kim, Soomin",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.7/",
    doi = "10.18653/v1/2021.wnut-1.7",
    pages = "56--61"
}
@inproceedings{feucht-etal-2021-description,
    title = "Description-based Label Attention Classifier for Explainable {ICD}-9 Classification",
    author = "Feucht, Malte  and
      Wu, Zhiliang  and
      Althammer, Sophia  and
      Tresp, Volker",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.8/",
    doi = "10.18653/v1/2021.wnut-1.8",
    pages = "62--66"
}
@inproceedings{higashiyama-etal-2021-text,
    title = "A Text Editing Approach to Joint {J}apanese Word Segmentation, {POS} Tagging, and Lexical Normalization",
    author = "Higashiyama, Shohei  and
      Utiyama, Masao  and
      Watanabe, Taro  and
      Sumita, Eiichiro",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.9/",
    doi = "10.18653/v1/2021.wnut-1.9",
    pages = "67--80"
}
@inproceedings{cheong-etal-2021-intrinsic,
    title = "Intrinsic evaluation of language models for code-switching",
    author = "Cheong, Sik Feng  and
      Chieu, Hai Leong  and
      Lim, Jing",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.10/",
    doi = "10.18653/v1/2021.wnut-1.10",
    pages = "81--86"
}
@inproceedings{chen-etal-2021-images,
    title = "Can images help recognize entities? A study of the role of images for Multimodal {NER}",
    author = "Chen, Shuguang  and
      Aguilar, Gustavo  and
      Neves, Leonardo  and
      Solorio, Thamar",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.11/",
    doi = "10.18653/v1/2021.wnut-1.11",
    pages = "87--96"
}
@inproceedings{plepi-flek-2021-perceived,
    title = "Perceived and Intended Sarcasm Detection with Graph Attention Networks",
    author = "Plepi, Joan  and
      Flek, Lucie",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.12/",
    doi = "10.18653/v1/2021.wnut-1.12",
    pages = "97--105"
}
@inproceedings{gao-etal-2021-hierarchical,
    title = "Hierarchical Character Tagger for Short Text Spelling Error Correction",
    author = "Gao, Mengyi  and
      Xu, Canran  and
      Shi, Peng",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.13/",
    doi = "10.18653/v1/2021.wnut-1.13",
    pages = "106--113"
}
@inproceedings{lent-sogaard-2021-common,
    title = "Common Sense Bias in Semantic Role Labeling",
    author = "Lent, Heather  and
      S{\o}gaard, Anders",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.14/",
    doi = "10.18653/v1/2021.wnut-1.14",
    pages = "114--119"
}
@inproceedings{srivastava-singh-2021-poliwam,
    title = "{P}oli{WAM}: An Exploration of a Large Scale Corpus of Political Discussions on {W}hats{A}pp Messenger",
    author = "Srivastava, Vivek  and
      Singh, Mayank",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.15/",
    doi = "10.18653/v1/2021.wnut-1.15",
    pages = "120--130"
}
@inproceedings{aghajani-etal-2021-parstwiner,
    title = "{P}ars{T}wi{NER}: A Corpus for Named Entity Recognition at Informal {P}ersian",
    author = "Aghajani, MohammadMahdi  and
      Badri, AliAkbar  and
      Beigy, Hamid",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.16/",
    doi = "10.18653/v1/2021.wnut-1.16",
    pages = "131--136"
}
@inproceedings{bogensperger-etal-2021-dreamdrug,
    title = "{D}ream{D}rug - A crowdsourced {NER} dataset for detecting drugs in darknet markets",
    author = "Bogensperger, Johannes  and
      Schlarb, Sven  and
      Hanbury, Allan  and
      Recski, G{\'a}bor",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.17/",
    doi = "10.18653/v1/2021.wnut-1.17",
    pages = "137--157"
}
@inproceedings{pratapa-choudhury-2021-comparing,
    title = "Comparing Grammatical Theories of Code-Mixing",
    author = "Pratapa, Adithya  and
      Choudhury, Monojit",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.18/",
    doi = "10.18653/v1/2021.wnut-1.18",
    pages = "158--167"
}
@inproceedings{fu-etal-2021-improving,
    title = "Improving Punctuation Restoration for Speech Transcripts via External Data",
    author = "Fu, Xue-Yong  and
      Chen, Cheng  and
      Laskar, Md Tahmid Rahman  and
      Bhushan, Shashi  and
      Corston-Oliver, Simon",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.19/",
    doi = "10.18653/v1/2021.wnut-1.19",
    pages = "168--174"
}
@inproceedings{deng-etal-2021-learning,
    title = "Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation",
    author = "Deng, Yang  and
      Zhang, Wenxuan  and
      Lam, Wai",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.20/",
    doi = "10.18653/v1/2021.wnut-1.20",
    pages = "175--181"
}
@inproceedings{murayama-etal-2021-mitigation,
    title = "Mitigation of Diachronic Bias in Fake News Detection Dataset",
    author = "Murayama, Taichi  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.21/",
    doi = "10.18653/v1/2021.wnut-1.21",
    pages = "182--188"
}
@inproceedings{rosales-nunez-etal-2021-understanding,
    title = "Understanding the Impact of {UGC} Specificities on Translation Quality",
    author = "Rosales N{\'u}{\~n}ez, Jos{\'e} Carlos  and
      Seddah, Djam{\'e}  and
      Wisniewski, Guillaume",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.22/",
    doi = "10.18653/v1/2021.wnut-1.22",
    pages = "189--198"
}
@inproceedings{rosales-nunez-etal-2021-noisy,
    title = "Noisy {UGC} Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models",
    author = "Rosales N{\'u}{\~n}ez, Jos{\'e} Carlos  and
      Wisniewski, Guillaume  and
      Seddah, Djam{\'e}",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.23/",
    doi = "10.18653/v1/2021.wnut-1.23",
    pages = "199--211"
}
@inproceedings{kruspe-etal-2021-changes,
    title = "Changes in {T}witter geolocations: Insights and suggestions for future usage",
    author = {Kruspe, Anna  and
      H{\"a}berle, Matthias  and
      Hoffmann, Eike J.  and
      Rode-Hasinger, Samyo  and
      Abdulahhad, Karam  and
      Zhu, Xiao Xiang},
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.24/",
    doi = "10.18653/v1/2021.wnut-1.24",
    pages = "212--221"
}
@inproceedings{mirshekari-etal-2021-conquest,
    title = "{C}on{Q}uest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation",
    author = "Mirshekari, Mostafa  and
      Gu, Jing  and
      Sisto, Aaron",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.25/",
    doi = "10.18653/v1/2021.wnut-1.25",
    pages = "222--229"
}
@inproceedings{scaboro-etal-2021-nade,
    title = "{NADE}: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations",
    author = "Scaboro, Simone  and
      Portelli, Beatrice  and
      Chersoni, Emmanuele  and
      Santus, Enrico  and
      Serra, Giuseppe",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.26/",
    doi = "10.18653/v1/2021.wnut-1.26",
    pages = "230--237"
}
@inproceedings{jacqmin-etal-2021-spanalign,
    title = "{S}pan{A}lign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining",
    author = "Jacqmin, L{\'e}o  and
      Marzinotto, Gabriel  and
      Gromada, Justyna  and
      Szczekocka, Ewelina  and
      Ko{\l}ody{\'n}ski, Robert  and
      Damnati, G{\'e}raldine",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.27/",
    doi = "10.18653/v1/2021.wnut-1.27",
    pages = "238--248"
}
@inproceedings{spiliopoulou-etal-2021-novel,
    title = "A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs",
    author = "Spiliopoulou, Evangelia  and
      Saha, Tanay Kumar  and
      Tetreault, Joel  and
      Jaimes, Alejandro",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.28/",
    doi = "10.18653/v1/2021.wnut-1.28",
    pages = "249--259"
}
@inproceedings{shim-etal-2021-synthetic,
    title = "Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text",
    author = "Shim, Heereen  and
      Lowet, Dietwig  and
      Luca, Stijn  and
      Vanrumste, Bart",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.29/",
    doi = "10.18653/v1/2021.wnut-1.29",
    pages = "260--273"
}
@inproceedings{li-xiao-2021-neural,
    title = "Neural-based {RST} Parsing And Analysis In Persuasive Discourse",
    author = "Li, Jinfen  and
      Xiao, Lu",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.30/",
    doi = "10.18653/v1/2021.wnut-1.30",
    pages = "274--283"
}
@inproceedings{soper-etal-2021-bart,
    title = "{BART} for Post-Correction of {OCR} Newspaper Text",
    author = "Soper, Elizabeth  and
      Fujimoto, Stanley  and
      Yu, Yen-Yun",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.31/",
    doi = "10.18653/v1/2021.wnut-1.31",
    pages = "284--290"
}
@inproceedings{vahtola-etal-2021-coping,
    title = "Coping with Noisy Training Data Labels in Paraphrase Detection",
    author = {Vahtola, Teemu  and
      Creutz, Mathias  and
      Sj{\"o}blom, Eetu  and
      Itkonen, Sami},
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.32/",
    doi = "10.18653/v1/2021.wnut-1.32",
    pages = "291--296"
}
@inproceedings{bhardwaj-etal-2021-knowledge,
    title = "Knowledge Distillation with Noisy Labels for Natural Language Understanding",
    author = "Bhardwaj, Shivendra  and
      Ghaddar, Abbas  and
      Rashid, Ahmad  and
      Bibi, Khalil  and
      Li, Chengyang  and
      Ghodsi, Ali  and
      Langlais, Phillippe  and
      Rezagholizadeh, Mehdi",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.33/",
    doi = "10.18653/v1/2021.wnut-1.33",
    pages = "297--303"
}
@inproceedings{clark-etal-2021-integrating,
    title = "Integrating Transformers and Knowledge Graphs for {T}witter Stance Detection",
    author = "Clark, Thomas  and
      Conforti, Costanza  and
      Liu, Fangyu  and
      Meng, Zaiqiao  and
      Shareghi, Ehsan  and
      Collier, Nigel",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.34/",
    doi = "10.18653/v1/2021.wnut-1.34",
    pages = "304--312"
}
@inproceedings{ghosh-etal-2021-detecting,
    title = "Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media",
    author = "Ghosh, Sayan  and
      Baker, Dylan  and
      Jurgens, David  and
      Prabhakaran, Vinodkumar",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.35/",
    doi = "10.18653/v1/2021.wnut-1.35",
    pages = "313--328"
}
@inproceedings{bertsch-bethard-2021-detection,
    title = "Detection of Puffery on the {E}nglish {W}ikipedia",
    author = "Bertsch, Amanda  and
      Bethard, Steven",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.36/",
    doi = "10.18653/v1/2021.wnut-1.36",
    pages = "329--333"
}
@inproceedings{novikova-2021-robustness,
    title = "Robustness and Sensitivity of {BERT} Models Predicting {A}lzheimer{'}s Disease from Text",
    author = "Novikova, Jekaterina",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.37/",
    doi = "10.18653/v1/2021.wnut-1.37",
    pages = "334--339"
}
@inproceedings{naplava-etal-2021-understanding,
    title = "Understanding Model Robustness to User-generated Noisy Texts",
    author = "N{\'a}plava, Jakub  and
      Popel, Martin  and
      Straka, Milan  and
      Strakov{\'a}, Jana",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.38/",
    doi = "10.18653/v1/2021.wnut-1.38",
    pages = "340--350"
}
@inproceedings{oliveira-dos-santos-etal-2021-cider,
    title = "{CIDE}r-{R}: Robust Consensus-based Image Description Evaluation",
    author = "Oliveira dos Santos, Gabriel  and
      Colombini, Esther Luna  and
      Avila, Sandra",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.39/",
    doi = "10.18653/v1/2021.wnut-1.39",
    pages = "351--360"
}
@inproceedings{davidson-etal-2021-improved,
    title = "Improved Named Entity Recognition for Noisy Call Center Transcripts",
    author = "Davidson, Sam  and
      Hosier, Jordan  and
      Zhou, Yu  and
      Gurbani, Vijay",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.40/",
    doi = "10.18653/v1/2021.wnut-1.40",
    pages = "361--370"
}
@inproceedings{kashefi-hwa-2021-contrapositive,
    title = "Contrapositive Local Class Inference",
    author = "Kashefi, Omid  and
      Hwa, Rebecca",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.41/",
    doi = "10.18653/v1/2021.wnut-1.41",
    pages = "371--380"
}
@inproceedings{mishra-haghighi-2021-improved,
    title = "Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction",
    author = "Mishra, Shubhanshu  and
      Haghighi, Aria",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.42/",
    doi = "10.18653/v1/2021.wnut-1.42",
    pages = "381--388"
}
@inproceedings{lee-chieu-2021-co,
    title = "Co-training for Commit Classification",
    author = "Lee, Jian Yi David  and
      Chieu, Hai Leong",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.43/",
    doi = "10.18653/v1/2021.wnut-1.43",
    pages = "389--395"
}
@inproceedings{chinta-etal-2021-study,
    title = "Study of Manifestation of Civil Unrest on {T}witter",
    author = "Chinta, Abhinav  and
      Zhang, Jingyu  and
      DeLucia, Alexandra  and
      Dredze, Mark  and
      Buczak, Anna L.",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.44/",
    doi = "10.18653/v1/2021.wnut-1.44",
    pages = "396--409"
}
@inproceedings{lee-shin-2021-korean,
    title = "The {K}orean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts",
    author = "Lee, Sangah  and
      Shin, Hyopil",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.45/",
    doi = "10.18653/v1/2021.wnut-1.45",
    pages = "410--416"
}
@inproceedings{straka-etal-2021-character,
    title = "Character Transformations for Non-Autoregressive {GEC} Tagging",
    author = "Straka, Milan  and
      N{\'a}plava, Jakub  and
      Strakov{\'a}, Jana",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.46/",
    doi = "10.18653/v1/2021.wnut-1.46",
    pages = "417--422"
}
@inproceedings{riabi-etal-2021-character,
    title = "Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios?",
    author = "Riabi, Arij  and
      Sagot, Beno{\^i}t  and
      Seddah, Djam{\'e}",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.47/",
    doi = "10.18653/v1/2021.wnut-1.47",
    pages = "423--436"
}
@inproceedings{priyanshu-etal-2021-something,
    title = "``Something Something Hota Hai!'' An Explainable Approach towards Sentiment Analysis on {I}ndian Code-Mixed Data",
    author = "Priyanshu, Aman  and
      Vardhan, Aleti  and
      Sivakumar, Sudarshan  and
      Vijay, Supriti  and
      Chhabra, Nipuna",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.48/",
    doi = "10.18653/v1/2021.wnut-1.48",
    pages = "437--444"
}
@inproceedings{guo-etal-2021-bertweetfr,
    title = "{BERT}weet{FR} : Domain Adaptation of Pre-Trained Language Models for {F}rench Tweets",
    author = "Guo, Yanzhu  and
      Rennard, Virgile  and
      Xypolopoulos, Christos  and
      Vazirgiannis, Michalis",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.49/",
    doi = "10.18653/v1/2021.wnut-1.49",
    pages = "445--450"
}
@inproceedings{ehara-2021-extent-lexical,
    title = "To What Extent Does Lexical Normalization Help {E}nglish-as-a-Second Language Learners to Read Noisy {E}nglish Texts?",
    author = "Ehara, Yo",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.50/",
    doi = "10.18653/v1/2021.wnut-1.50",
    pages = "451--456"
}
@inproceedings{kubal-nagvenkar-2021-multilingual,
    title = "Multilingual Sequence Labeling Approach to solve Lexical Normalization",
    author = "Kubal, Divesh  and
      Nagvenkar, Apurva",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.51/",
    doi = "10.18653/v1/2021.wnut-1.51",
    pages = "457--464"
}
@inproceedings{scherrer-ljubesic-2021-sesame,
    title = "Sesame Street to Mount Sinai: {BERT}-constrained character-level {M}oses models for multilingual lexical normalization",
    author = "Scherrer, Yves  and
      Ljube{\v{s}}i{\'c}, Nikola",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.52/",
    doi = "10.18653/v1/2021.wnut-1.52",
    pages = "465--472"
}
@inproceedings{bucur-etal-2021-sequence,
    title = "Sequence-to-Sequence Lexical Normalization with Multilingual Transformers",
    author = "Bucur, Ana-Maria  and
      Cosma, Adrian  and
      Dinu, Liviu P.",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.53/",
    doi = "10.18653/v1/2021.wnut-1.53",
    pages = "473--482"
}
@inproceedings{samuel-straka-2021-ufal,
    title = "{{\'U}FAL} at {M}ulti{L}ex{N}orm 2021: Improving Multilingual Lexical Normalization by Fine-tuning {B}y{T}5",
    author = "Samuel, David  and
      Straka, Milan",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.54/",
    doi = "10.18653/v1/2021.wnut-1.54",
    pages = "483--492"
}
@inproceedings{van-der-goot-etal-2021-multilexnorm,
    title = "{M}ulti{L}ex{N}orm: A Shared Task on Multilingual Lexical Normalization",
    author = {van der Goot, Rob  and
      Ramponi, Alan  and
      Zubiaga, Arkaitz  and
      Plank, Barbara  and
      Muller, Benjamin  and
      San Vicente Roncal, I{\~n}aki  and
      Ljube{\v{s}}i{\'c}, Nikola  and
      {\c{C}}etino{\u{g}}lu, {\"O}zlem  and
      Mahendra, Rahmad  and
      {\c{C}}olako{\u{g}}lu, Talha  and
      Baldwin, Timothy  and
      Caselli, Tommaso  and
      Sidorenko, Wladimir},
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.55/",
    doi = "10.18653/v1/2021.wnut-1.55",
    pages = "493--509"
}
@inproceedings{van-der-goot-2021-cl,
    title = "{CL}-{M}o{N}oise: Cross-lingual Lexical Normalization",
    author = "van der Goot, Rob",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-opsupmap-display/2021.wnut-1.56/",
    doi = "10.18653/v1/2021.wnut-1.56",
    pages = "510--514"
}