@proceedings{ws-2016-noisy,
    title = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3900/"
}
@inproceedings{plank-2016-processing,
    title = "Processing non-canonical or noisy text: fortuitous data to the rescue",
    author = "Plank, Barbara",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3901/",
    pages = "1"
}
@inproceedings{chang-2016-entity,
    title = "From Entity Linking to Question Answering {--} Recent Progress on Semantic Grounding Tasks",
    author = "Chang, Ming-Wei",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3902/",
    pages = "2"
}
@inproceedings{torisawa-2016-disaana,
    title = "{DISAANA} and {D}-{SUMM}: Large-scale Real Time {NLP} Systems for Analyzing Disaster Related Reports in Tweets",
    author = "Torisawa, Kentaro",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3903/",
    pages = "3"
}
@inproceedings{ljubesic-fiser-2016-private,
    title = "Private or Corporate? Predicting User Types on {T}witter",
    author = "Ljube{\v{s}}i{\'c}, Nikola  and
      Fi{\v{s}}er, Darja",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3904/",
    pages = "4--12"
}
@inproceedings{martinez-alonso-etal-2016-noisy,
    title = "From Noisy Questions to {M}inecraft Texts: Annotation Challenges in Extreme Syntax Scenario",
    author = "Mart{\'i}nez Alonso, H{\'e}ctor  and
      Seddah, Djam{\'e}  and
      Sagot, Beno{\^i}t",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3905/",
    pages = "13--23"
}
@inproceedings{asakura-etal-2016-disaster,
    title = "Disaster Analysis using User-Generated Weather Report",
    author = "Asakura, Yasunobu  and
      Hangyo, Masatsugu  and
      Komachi, Mamoru",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3906/",
    pages = "24--32"
}
@inproceedings{reichel-lendvai-2016-veracity,
    title = "Veracity Computing from Lexical Cues and Perceived Certainty Trends",
    author = "Reichel, Uwe  and
      Lendvai, Piroska",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3907/",
    pages = "33--42"
}
@inproceedings{van-der-wees-etal-2016-simple,
    title = "A Simple but Effective Approach to Improve {A}rabizi-to-{E}nglish Statistical Machine Translation",
    author = "van der Wees, Marlies  and
      Bisazza, Arianna  and
      Monz, Christof",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3908/",
    pages = "43--50"
}
@inproceedings{andy-etal-2016-name,
    title = "Name Variation in Community Question Answering Systems",
    author = "Andy, Anietie  and
      Sekine, Satoshi  and
      Rwebangira, Mugizi  and
      Dredze, Mark",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3909/",
    pages = "51--60"
}
@inproceedings{wang-etal-2016-whose,
    title = "Whose Nickname is This? Recognizing Politicians from Their Aliases",
    author = "Wang, Wei-Chung  and
      Chen, Hung-Chen  and
      Ji, Zhi-Kai  and
      Hsiao, Hui-I  and
      Chiu, Yu-Shian  and
      Ku, Lun-Wei",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3910/",
    pages = "61--69"
}
@inproceedings{jain-etal-2016-towards,
    title = "Towards Accurate Event Detection in Social Media: A Weakly Supervised Approach for Learning Implicit Event Indicators",
    author = "Jain, Ajit  and
      Kasiviswanathan, Girish  and
      Huang, Ruihong",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3911/",
    pages = "70--77"
}
@inproceedings{albogamy-ramsay-2016-unsupervised,
    title = "Unsupervised Stemmer for {A}rabic Tweets",
    author = "Albogamy, Fahad  and
      Ramsay, Allan",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3912/",
    pages = "78--84"
}
@inproceedings{su-etal-2016-topic,
    title = "Topic Stability over Noisy Sources",
    author = "Su, Jing  and
      Greene, Derek  and
      Boydell, Ois{\'i}n",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3913/",
    pages = "85--93"
}
@inproceedings{pain-etal-2016-analysis,
    title = "Analysis of {T}witter Data for Postmarketing Surveillance in Pharmacovigilance",
    author = "Pain, Julie  and
      Levacher, Jessie  and
      Quinquenel, Adam  and
      Belz, Anja",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3914/",
    pages = "94--101"
}
@inproceedings{belainine-etal-2016-named,
    title = "Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets",
    author = "Belainine, Billal  and
      Fonseca, Alexsandro  and
      Sadat, Fatiha",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3915/",
    pages = "102--111"
}
@inproceedings{costa-bertaglia-volpe-nunes-2016-exploring,
    title = "Exploring Word Embeddings for Unsupervised Textual User-Generated Content Normalization",
    author = "Costa Bertaglia, Thales Felipe  and
      Volpe Nunes, Maria das Gra{\c{c}}as",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3916/",
    pages = "112--120"
}
@inproceedings{boudin-etal-2016-document,
    title = "How Document Pre-processing affects Keyphrase Extraction Performance",
    author = "Boudin, Florian  and
      Mougard, Hugo  and
      Cram, Damien",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3917/",
    pages = "121--128"
}
@inproceedings{ikeda-etal-2016-japanese,
    title = "{J}apanese Text Normalization with Encoder-Decoder Model",
    author = "Ikeda, Taishi  and
      Shindo, Hiroyuki  and
      Matsumoto, Yuji",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3918/",
    pages = "129--137"
}
@inproceedings{strauss-etal-2016-results,
    title = "Results of the {WNUT}16 Named Entity Recognition Shared Task",
    author = "Strauss, Benjamin  and
      Toma, Bethany  and
      Ritter, Alan  and
      de Marneffe, Marie-Catherine  and
      Xu, Wei",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3919/",
    pages = "138--144"
}
@inproceedings{limsopatham-collier-2016-bidirectional,
    title = "Bidirectional {LSTM} for Named Entity Recognition in {T}witter Messages",
    author = "Limsopatham, Nut  and
      Collier, Nigel",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3920/",
    pages = "145--152"
}
@inproceedings{espinosa-etal-2016-learning,
    title = "Learning to recognise named entities in tweets by exploiting weakly labelled data",
    author = "Espinosa, Kurt Junshean  and
      Batista-Navarro, Riza Theresa  and
      Ananiadou, Sophia",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3921/",
    pages = "153--163"
}
@inproceedings{sikdar-gamback-2016-feature,
    title = "Feature-Rich {T}witter Named Entity Recognition and Classification",
    author = {Sikdar, Utpal Kumar  and
      Gamb{\"a}ck, Bj{\"o}rn},
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3922/",
    pages = "164--170"
}
@inproceedings{partalas-etal-2016-learning,
    title = "Learning to Search for Recognizing Named Entities in {T}witter",
    author = "Partalas, Ioannis  and
      Lopez, C{\'e}dric  and
      Derbas, Nadia  and
      Kalitvianski, Ruslan",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3923/",
    pages = "171--177"
}
@inproceedings{dugas-nichols-2016-deepnnner,
    title = "{D}eep{NNNER}: Applying {BLSTM}-{CNN}s and Extended Lexicons to Named Entity Recognition in Tweets",
    author = "Dugas, Fabrice  and
      Nichols, Eric",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3924/",
    pages = "178--187"
}
@inproceedings{gerguis-etal-2016-asu,
    title = "{ASU}: An Experimental Study on Applying Deep Learning in {T}witter Named Entity Recognition.",
    author = "Gerguis, Michel Naim  and
      Salama, Cherif  and
      El-Kharashi, M. Watheq",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3925/",
    pages = "188--196"
}
@inproceedings{le-etal-2016-uqam,
    title = "{UQAM}-{NTL}: Named entity recognition in {T}witter messages",
    author = "Le, Ngoc Tan  and
      Mallek, Fatma  and
      Sadat, Fatiha",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3926/",
    pages = "197--202"
}
@inproceedings{mishra-diesner-2016-semi,
    title = "Semi-supervised Named Entity Recognition in noisy-text",
    author = "Mishra, Shubhanshu  and
      Diesner, Jana",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3927/",
    pages = "203--212"
}
@inproceedings{han-etal-2016-twitter,
    title = "{T}witter Geolocation Prediction Shared Task of the 2016 Workshop on Noisy User-generated Text",
    author = "Han, Bo  and
      Rahimi, Afshin  and
      Derczynski, Leon  and
      Baldwin, Timothy",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3928/",
    pages = "213--217"
}
@inproceedings{jayasinghe-etal-2016-csiro,
    title = "{CSIRO} {D}ata61 at the {WNUT} Geo Shared Task",
    author = "Jayasinghe, Gaya  and
      Jin, Brian  and
      Mchugh, James  and
      Robinson, Bella  and
      Wan, Stephen",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3929/",
    pages = "218--226"
}
@inproceedings{chi-etal-2016-geolocation,
    title = "Geolocation Prediction in {T}witter Using Location Indicative Words and Textual Features",
    author = "Chi, Lianhua  and
      Lim, Kwan Hui  and
      Alam, Nebula  and
      Butler, Christopher J.",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3930/",
    pages = "227--234"
}
@inproceedings{miura-etal-2016-simple,
    title = "A Simple Scalable Neural Networks based Model for Geolocation Prediction in {T}witter",
    author = "Miura, Yasuhide  and
      Taniguchi, Motoki  and
      Taniguchi, Tomoki  and
      Ohkuma, Tomoko",
    editor = "Han, Bo  and
      Ritter, Alan  and
      Derczynski, Leon  and
      Xu, Wei  and
      Baldwin, Tim",
    booktitle = "Proceedings of the 2nd Workshop on Noisy User-generated Text ({WNUT})",
    month = dec,
    year = "2016",
    address = "Osaka, Japan",
    publisher = "The COLING 2016 Organizing Committee",
    url = "https://preview.aclanthology.org/dashboard/W16-3931/",
    pages = "235--239"
}