@proceedings{emnlp-2019-noisy,
    title = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5500/"
}
@inproceedings{karamanolakis-etal-2019-weakly,
    title = "Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health",
    author = "Karamanolakis, Giannis  and
      Hsu, Daniel  and
      Gravano, Luis",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5501/",
    doi = "10.18653/v1/D19-5501",
    pages = "1--10"
}
@inproceedings{czeresnia-etinger-black-2019-formality,
    title = "Formality Style Transfer for Noisy, User-generated Conversations: Extracting Labeled, Parallel Data from Unlabeled Corpora",
    author = "Czeresnia Etinger, Isak  and
      Black, Alan W",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5502/",
    doi = "10.18653/v1/D19-5502",
    pages = "11--16"
}
@inproceedings{federmann-etal-2019-multilingual,
    title = "Multilingual Whispers: Generating Paraphrases with Translation",
    author = "Federmann, Christian  and
      Elachqar, Oussama  and
      Quirk, Chris",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5503/",
    doi = "10.18653/v1/D19-5503",
    pages = "17--26"
}
@inproceedings{nadejde-tetreault-2019-personalizing,
    title = "Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and {L}1",
    author = "Nadejde, Maria  and
      Tetreault, Joel",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5504/",
    doi = "10.18653/v1/D19-5504",
    pages = "27--33"
}
@inproceedings{li-etal-2019-exploiting,
    title = "Exploiting {BERT} for End-to-End Aspect-based Sentiment Analysis",
    author = "Li, Xin  and
      Bing, Lidong  and
      Zhang, Wenxuan  and
      Lam, Wai",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5505/",
    doi = "10.18653/v1/D19-5505",
    pages = "34--41"
}
@inproceedings{karpukhin-etal-2019-training,
    title = "Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation",
    author = "Karpukhin, Vladimir  and
      Levy, Omer  and
      Eisenstein, Jacob  and
      Ghazvininejad, Marjan",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5506/",
    doi = "10.18653/v1/D19-5506",
    pages = "42--47"
}
@inproceedings{chambers-etal-2019-character,
    title = "Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking",
    author = "Chambers, Nathanael  and
      Forman, Timothy  and
      Griswold, Catherine  and
      Lu, Kevin  and
      Khastgir, Yogaish  and
      Steckler, Stephen",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5507/",
    doi = "10.18653/v1/D19-5507",
    pages = "48--56"
}
@inproceedings{bhandari-armstrong-2019-tkol,
    title = "Tkol, Httt, and r/radiohead: High Affinity Terms in {R}eddit Communities",
    author = "Bhandari, Abhinav  and
      Armstrong, Caitrin",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5508/",
    doi = "10.18653/v1/D19-5508",
    pages = "57--67"
}
@inproceedings{bonadiman-etal-2019-large,
    title = "Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning",
    author = "Bonadiman, Daniele  and
      Kumar, Anjishnu  and
      Mittal, Arpit",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5509/",
    doi = "10.18653/v1/D19-5509",
    pages = "68--75"
}
@inproceedings{nguyen-hovy-2019-hey,
    title = "Hey {S}iri. Ok {G}oogle. {A}lexa: A topic modeling of user reviews for smart speakers",
    author = "Nguyen, Hanh  and
      Hovy, Dirk",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5510/",
    doi = "10.18653/v1/D19-5510",
    pages = "76--83"
}
@inproceedings{athavale-etal-2019-predicting,
    title = "Predicting Algorithm Classes for Programming Word Problems",
    author = "Athavale, Vinayak  and
      Naik, Aayush  and
      Vanjape, Rajas  and
      Shrivastava, Manish",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5511/",
    doi = "10.18653/v1/D19-5511",
    pages = "84--93"
}
@inproceedings{van-der-lee-etal-2019-automatic,
    title = "Automatic identification of writers' intentions: Comparing different methods for predicting relationship goals in online dating profile texts",
    author = "van der Lee, Chris  and
      van der Zanden, Tess  and
      Krahmer, Emiel  and
      Mos, Maria  and
      Schouten, Alexander",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5512/",
    doi = "10.18653/v1/D19-5512",
    pages = "94--100"
}
@inproceedings{ghaddar-langlais-2019-contextualized,
    title = "Contextualized Word Representations from Distant Supervision with and for {NER}",
    author = "Ghaddar, Abbas  and
      Langlais, Phillippe",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5513/",
    doi = "10.18653/v1/D19-5513",
    pages = "101--108"
}
@inproceedings{gu-etal-2019-extract,
    title = "Extract, Transform and Filling: A Pipeline Model for Question Paraphrasing based on Template",
    author = "Gu, Yunfan  and
      Yuqiao, Yang  and
      Wei, Zhongyu",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5514/",
    doi = "10.18653/v1/D19-5514",
    pages = "109--114"
}
@inproceedings{van-der-goot-2019-depth,
    title = "An In-depth Analysis of the Effect of Lexical Normalization on the Dependency Parsing of Social Media",
    author = "van der Goot, Rob",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5515/",
    doi = "10.18653/v1/D19-5515",
    pages = "115--120"
}
@inproceedings{dumont-etal-2019-wrote,
    title = "Who wrote this book? A challenge for e-commerce",
    author = "Dumont, B{\'e}ranger  and
      Maggio, Simona  and
      Sidi Said, Ghiles  and
      Au, Quoc-Tien",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5516/",
    doi = "10.18653/v1/D19-5516",
    pages = "121--125"
}
@inproceedings{kobayakawa-etal-2019-mining,
    title = "Mining Tweets that refer to {TV} programs with Deep Neural Networks",
    author = "Kobayakawa, Takeshi  and
      Miyazaki, Taro  and
      Okamoto, Hiroki  and
      Clippingdale, Simon",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5517/",
    doi = "10.18653/v1/D19-5517",
    pages = "126--130"
}
@inproceedings{adouane-etal-2019-normalising,
    title = "Normalising Non-standardised Orthography in {A}lgerian Code-switched User-generated Data",
    author = "Adouane, Wafia  and
      Bernardy, Jean-Philippe  and
      Dobnik, Simon",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5518/",
    doi = "10.18653/v1/D19-5518",
    pages = "131--140"
}
@inproceedings{partanen-etal-2019-dialect,
    title = "Dialect Text Normalization to Normative Standard {F}innish",
    author = {Partanen, Niko  and
      H{\"a}m{\"a}l{\"a}inen, Mika  and
      Alnajjar, Khalid},
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5519/",
    doi = "10.18653/v1/D19-5519",
    pages = "141--146"
}
@inproceedings{yong-2019-cross,
    title = "A Cross-Topic Method for Supervised Relevance Classification",
    author = "Yong, Jiawei",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5520/",
    doi = "10.18653/v1/D19-5520",
    pages = "147--152"
}
@inproceedings{liu-etal-2019-exploring,
    title = "Exploring Multilingual Syntactic Sentence Representations",
    author = "Liu, Chen  and
      De Andrade, Anderson  and
      Osama, Muhammad",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5521/",
    doi = "10.18653/v1/D19-5521",
    pages = "153--159"
}
@inproceedings{hong-etal-2019-faspell,
    title = "{FASP}ell: A Fast, Adaptable, Simple, Powerful {C}hinese Spell Checker Based On {DAE}-Decoder Paradigm",
    author = "Hong, Yuzhong  and
      Yu, Xianguo  and
      He, Neng  and
      Liu, Nan  and
      Liu, Junhui",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5522/",
    doi = "10.18653/v1/D19-5522",
    pages = "160--169"
}
@inproceedings{heidenreich-williams-2019-latent,
    title = "Latent semantic network induction in the context of linked example senses",
    author = "Heidenreich, Hunter  and
      Williams, Jake",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5523/",
    doi = "10.18653/v1/D19-5523",
    pages = "170--180"
}
@inproceedings{pant-etal-2019-smokeng,
    title = "{S}mok{E}ng: Towards Fine-grained Classification of Tobacco-related Social Media Text",
    author = "Pant, Kartikey  and
      Yanamandra, Venkata Himakar  and
      Debnath, Alok  and
      Mamidi, Radhika",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5524/",
    doi = "10.18653/v1/D19-5524",
    pages = "181--190"
}
@inproceedings{shen-etal-2019-modelling,
    title = "Modelling Uncertainty in Collaborative Document Quality Assessment",
    author = "Shen, Aili  and
      Beck, Daniel  and
      Salehi, Bahar  and
      Qi, Jianzhong  and
      Baldwin, Timothy",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5525/",
    doi = "10.18653/v1/D19-5525",
    pages = "191--201"
}
@inproceedings{belz-etal-2019-conceptualisation,
    title = "Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts",
    author = "Belz, Anja  and
      Hoile, Richard  and
      Ford, Elizabeth  and
      Mullick, Azam",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5526/",
    doi = "10.18653/v1/D19-5526",
    pages = "202--211"
}
@inproceedings{hayati-etal-2019-sunny,
    title = "What A Sunny Day ☔: Toward Emoji-Sensitive Irony Detection",
    author = "Hayati, Shirley Anugrah  and
      Chaudhary, Aditi  and
      Otani, Naoki  and
      Black, Alan W",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5527/",
    doi = "10.18653/v1/D19-5527",
    pages = "212--216"
}
@inproceedings{fornaciari-hovy-2019-geolocation,
    title = "Geolocation with Attention-Based Multitask Learning Models",
    author = "Fornaciari, Tommaso  and
      Hovy, Dirk",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5528/",
    doi = "10.18653/v1/D19-5528",
    pages = "217--223"
}
@inproceedings{fornaciari-hovy-2019-dense,
    title = "Dense Node Representation for Geolocation",
    author = "Fornaciari, Tommaso  and
      Hovy, Dirk",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5529/",
    doi = "10.18653/v1/D19-5529",
    pages = "224--230"
}
@inproceedings{fornaciari-hovy-2019-identifying,
    title = "Identifying Linguistic Areas for Geolocation",
    author = "Fornaciari, Tommaso  and
      Hovy, Dirk",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5530/",
    doi = "10.18653/v1/D19-5530",
    pages = "231--236"
}
@inproceedings{bodapati-etal-2019-robustness,
    title = "Robustness to Capitalization Errors in Named Entity Recognition",
    author = "Bodapati, Sravan  and
      Yun, Hyokun  and
      Al-Onaizan, Yaser",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5531/",
    doi = "10.18653/v1/D19-5531",
    pages = "237--242"
}
@inproceedings{lai-nguyen-2019-extending,
    title = "Extending Event Detection to New Types with Learning from Keywords",
    author = "Lai, Viet Dac  and
      Nguyen, Thien Huu",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5532/",
    doi = "10.18653/v1/D19-5532",
    pages = "243--248"
}
@inproceedings{xing-luo-2019-distant,
    title = "Distant Supervised Relation Extraction with Separate Head-Tail {CNN}",
    author = "Xing, Rui  and
      Luo, Jie",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5533/",
    doi = "10.18653/v1/D19-5533",
    pages = "249--258"
}
@inproceedings{ismaeil-etal-2019-discovering,
    title = "Discovering the Functions of Language in Online Forums",
    author = "Ismaeil, Youmna  and
      Balalau, Oana  and
      Mirza, Paramita",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5534/",
    doi = "10.18653/v1/D19-5534",
    pages = "259--264"
}
@inproceedings{constantin-etal-2019-incremental,
    title = "Incremental processing of noisy user utterances in the spoken language understanding task",
    author = "Constantin, Stefan  and
      Niehues, Jan  and
      Waibel, Alex",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5535/",
    doi = "10.18653/v1/D19-5535",
    pages = "265--274"
}
@inproceedings{matos-veliz-etal-2019-benefits,
    title = "Benefits of Data Augmentation for {NMT}-based Text Normalization of User-Generated Content",
    author = "Matos Veliz, Claudia  and
      De Clercq, Orphee  and
      Hoste, Veronique",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5536/",
    doi = "10.18653/v1/D19-5536",
    pages = "275--285"
}
@inproceedings{sun-jiang-2019-contextual,
    title = "Contextual Text Denoising with Masked Language Model",
    author = "Sun, Yifu  and
      Jiang, Haoming",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5537/",
    doi = "10.18653/v1/D19-5537",
    pages = "286--290"
}
@inproceedings{pal-sharma-2019-towards,
    title = "Towards Automated Semantic Role Labelling of {H}indi-{E}nglish Code-Mixed Tweets",
    author = "Pal, Riya  and
      Sharma, Dipti",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5538/",
    doi = "10.18653/v1/D19-5538",
    pages = "291--296"
}
@inproceedings{muller-etal-2019-enhancing,
    title = "Enhancing {BERT} for Lexical Normalization",
    author = "Muller, Benjamin  and
      Sagot, Benoit  and
      Seddah, Djam{\'e}",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5539/",
    doi = "10.18653/v1/D19-5539",
    pages = "297--306"
}
@inproceedings{wang-etal-2019-youre,
    title = "No, you{'}re not alone: A better way to find people with similar experiences on {R}eddit",
    author = "Wang, Zhilin  and
      Rastorgueva, Elena  and
      Lin, Weizhe  and
      Wu, Xiaodong",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5540/",
    doi = "10.18653/v1/D19-5540",
    pages = "307--315"
}
@inproceedings{ying-etal-2019-improving,
    title = "Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge",
    author = "Ying, Wenhao  and
      Xiang, Rong  and
      Lu, Qin",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5541/",
    doi = "10.18653/v1/D19-5541",
    pages = "316--321"
}
@inproceedings{sekulic-strube-2019-adapting,
    title = "Adapting Deep Learning Methods for Mental Health Prediction on Social Media",
    author = "Sekulic, Ivan  and
      Strube, Michael",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5542/",
    doi = "10.18653/v1/D19-5542",
    pages = "322--327"
}
@inproceedings{li-specia-2019-improving,
    title = "Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation",
    author = "Li, Zhenhao  and
      Specia, Lucia",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5543/",
    doi = "10.18653/v1/D19-5543",
    pages = "328--336"
}
@inproceedings{badlani-etal-2019-ensemble,
    title = "An Ensemble of Humour, Sarcasm, and Hate Speechfor Sentiment Classification in Online Reviews",
    author = "Badlani, Rohan  and
      Asnani, Nishit  and
      Rai, Manan",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5544/",
    doi = "10.18653/v1/D19-5544",
    pages = "337--345"
}
@inproceedings{naplava-straka-2019-grammatical,
    title = "Grammatical Error Correction in Low-Resource Scenarios",
    author = "N{\'a}plava, Jakub  and
      Straka, Milan",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5545/",
    doi = "10.18653/v1/D19-5545",
    pages = "346--356"
}
@inproceedings{grundkiewicz-junczys-dowmunt-2019-minimally,
    title = "Minimally-Augmented Grammatical Error Correction",
    author = "Grundkiewicz, Roman  and
      Junczys-Dowmunt, Marcin",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5546/",
    doi = "10.18653/v1/D19-5546",
    pages = "357--363"
}
@inproceedings{cortis-davis-2019-social,
    title = "A Social Opinion Gold Standard for the {M}alta Government Budget 2018",
    author = "Cortis, Keith  and
      Davis, Brian",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5547/",
    doi = "10.18653/v1/D19-5547",
    pages = "364--369"
}
@inproceedings{han-etal-2019-fallacy,
    title = "The Fallacy of Echo Chambers: Analyzing the Political Slants of User-Generated News Comments in {K}orean Media",
    author = "Han, Jiyoung  and
      Lee, Youngin  and
      Lee, Junbum  and
      Cha, Meeyoung",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5548/",
    doi = "10.18653/v1/D19-5548",
    pages = "370--374"
}
@inproceedings{stanovsky-tamari-2019-yall,
    title = "{Y}{'}all should read this! Identifying Plurality in Second-Person Personal Pronouns in {E}nglish Texts",
    author = "Stanovsky, Gabriel  and
      Tamari, Ronen",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5549/",
    doi = "10.18653/v1/D19-5549",
    pages = "375--380"
}
@inproceedings{marrese-taylor-etal-2019-edit,
    title = "An Edit-centric Approach for {W}ikipedia Article Quality Assessment",
    author = "Marrese-Taylor, Edison  and
      Loyola, Pablo  and
      Matsuo, Yutaka",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5550/",
    doi = "10.18653/v1/D19-5550",
    pages = "381--386"
}
@inproceedings{seonwoo-etal-2019-additive,
    title = "Additive Compositionality of Word Vectors",
    author = "Seonwoo, Yeon  and
      Park, Sungjoon  and
      Kim, Dongkwan  and
      Oh, Alice",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5551/",
    doi = "10.18653/v1/D19-5551",
    pages = "387--396"
}
@inproceedings{ashihara-etal-2019-contextualized,
    title = "Contextualized context2vec",
    author = "Ashihara, Kazuki  and
      Kajiwara, Tomoyuki  and
      Arase, Yuki  and
      Uchida, Satoru",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5552/",
    doi = "10.18653/v1/D19-5552",
    pages = "397--406"
}
@inproceedings{rosales-nunez-etal-2019-phonetic,
    title = "Phonetic Normalization for Machine Translation of User Generated Content",
    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 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5553/",
    doi = "10.18653/v1/D19-5553",
    pages = "407--416"
}
@inproceedings{barik-etal-2019-normalization,
    title = "Normalization of {I}ndonesian-{E}nglish Code-Mixed {T}witter Data",
    author = "Barik, Anab Maulana  and
      Mahendra, Rahmad  and
      Adriani, Mirna",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5554/",
    doi = "10.18653/v1/D19-5554",
    pages = "417--424"
}
@inproceedings{zalmout-etal-2019-unsupervised,
    title = "Unsupervised Neologism Normalization Using Embedding Space Mapping",
    author = "Zalmout, Nasser  and
      Thadani, Kapil  and
      Pappu, Aasish",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5555/",
    doi = "10.18653/v1/D19-5555",
    pages = "425--430"
}
@inproceedings{novikova-etal-2019-lexical,
    title = "Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power",
    author = "Novikova, Jekaterina  and
      Balagopalan, Aparna  and
      Shkaruta, Ksenia  and
      Rudzicz, Frank",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5556/",
    doi = "10.18653/v1/D19-5556",
    pages = "431--443"
}
@inproceedings{pang-2019-towards,
    title = "Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation",
    author = "Pang, Richard Yuanzhe",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5557/",
    doi = "10.18653/v1/D19-5557",
    pages = "444--445"
}
@inproceedings{rabinovich-etal-2019-codeswitch-reddit,
    title = "{C}ode{S}witch-{R}eddit: Exploration of Written Multilingual Discourse in Online Discussion Forums",
    author = "Rabinovich, Ella  and
      Sultani, Masih  and
      Stevenson, Suzanne",
    editor = "Xu, Wei  and
      Ritter, Alan  and
      Baldwin, Tim  and
      Rahimi, Afshin",
    booktitle = "Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ccl/D19-5558/",
    doi = "10.18653/v1/D19-5558",
    pages = "446"
}