Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor 2016-12 The COLING 2016 Organizing Committee Osaka, Japan text conference publication ws-2016-noisy https://aclanthology.org/W16-3900/ Processing non-canonical or noisy text: fortuitous data to the rescue Barbara Plank author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication plank-2016-processing https://aclanthology.org/W16-3901/ 2016-12 1 From Entity Linking to Question Answering – Recent Progress on Semantic Grounding Tasks Ming-Wei Chang author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication chang-2016-entity https://aclanthology.org/W16-3902/ 2016-12 2 DISAANA and D-SUMM: Large-scale Real Time NLP Systems for Analyzing Disaster Related Reports in Tweets Kentaro Torisawa author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication torisawa-2016-disaana https://aclanthology.org/W16-3903/ 2016-12 3 Private or Corporate? Predicting User Types on Twitter Nikola Ljubešić author Darja Fišer author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication ljubesic-fiser-2016-private https://aclanthology.org/W16-3904/ 2016-12 4 12 From Noisy Questions to Minecraft Texts: Annotation Challenges in Extreme Syntax Scenario Héctor Martínez Alonso author Djamé Seddah author Benoît Sagot author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication martinez-alonso-etal-2016-noisy https://aclanthology.org/W16-3905/ 2016-12 13 23 Disaster Analysis using User-Generated Weather Report Yasunobu Asakura author Masatsugu Hangyo author Mamoru Komachi author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication asakura-etal-2016-disaster https://aclanthology.org/W16-3906/ 2016-12 24 32 Veracity Computing from Lexical Cues and Perceived Certainty Trends Uwe Reichel author Piroska Lendvai author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication reichel-lendvai-2016-veracity https://aclanthology.org/W16-3907/ 2016-12 33 42 A Simple but Effective Approach to Improve Arabizi-to-English Statistical Machine Translation Marlies van der Wees author Arianna Bisazza author Christof Monz author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication van-der-wees-etal-2016-simple https://aclanthology.org/W16-3908/ 2016-12 43 50 Name Variation in Community Question Answering Systems Anietie Andy author Satoshi Sekine author Mugizi Rwebangira author Mark Dredze author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication andy-etal-2016-name https://aclanthology.org/W16-3909/ 2016-12 51 60 Whose Nickname is This? Recognizing Politicians from Their Aliases Wei-Chung Wang author Hung-Chen Chen author Zhi-Kai Ji author Hui-I Hsiao author Yu-Shian Chiu author Lun-Wei Ku author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication wang-etal-2016-whose https://aclanthology.org/W16-3910/ 2016-12 61 69 Towards Accurate Event Detection in Social Media: A Weakly Supervised Approach for Learning Implicit Event Indicators Ajit Jain author Girish Kasiviswanathan author Ruihong Huang author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication jain-etal-2016-towards https://aclanthology.org/W16-3911/ 2016-12 70 77 Unsupervised Stemmer for Arabic Tweets Fahad Albogamy author Allan Ramsay author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication albogamy-ramsay-2016-unsupervised https://aclanthology.org/W16-3912/ 2016-12 78 84 Topic Stability over Noisy Sources Jing Su author Derek Greene author Oisín Boydell author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication su-etal-2016-topic https://aclanthology.org/W16-3913/ 2016-12 85 93 Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance Julie Pain author Jessie Levacher author Adam Quinquenel author Anja Belz author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication pain-etal-2016-analysis https://aclanthology.org/W16-3914/ 2016-12 94 101 Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets Billal Belainine author Alexsandro Fonseca author Fatiha Sadat author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication belainine-etal-2016-named https://aclanthology.org/W16-3915/ 2016-12 102 111 Exploring Word Embeddings for Unsupervised Textual User-Generated Content Normalization Thales Felipe Costa Bertaglia author Maria das Graças Volpe Nunes author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication costa-bertaglia-volpe-nunes-2016-exploring https://aclanthology.org/W16-3916/ 2016-12 112 120 How Document Pre-processing affects Keyphrase Extraction Performance Florian Boudin author Hugo Mougard author Damien Cram author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication boudin-etal-2016-document https://aclanthology.org/W16-3917/ 2016-12 121 128 Japanese Text Normalization with Encoder-Decoder Model Taishi Ikeda author Hiroyuki Shindo author Yuji Matsumoto author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication ikeda-etal-2016-japanese https://aclanthology.org/W16-3918/ 2016-12 129 137 Results of the WNUT16 Named Entity Recognition Shared Task Benjamin Strauss author Bethany Toma author Alan Ritter author Marie-Catherine de Marneffe author Wei Xu author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication strauss-etal-2016-results https://aclanthology.org/W16-3919/ 2016-12 138 144 Bidirectional LSTM for Named Entity Recognition in Twitter Messages Nut Limsopatham author Nigel Collier author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication limsopatham-collier-2016-bidirectional https://aclanthology.org/W16-3920/ 2016-12 145 152 Learning to recognise named entities in tweets by exploiting weakly labelled data Kurt Junshean Espinosa author Riza Theresa Batista-Navarro author Sophia Ananiadou author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication espinosa-etal-2016-learning https://aclanthology.org/W16-3921/ 2016-12 153 163 Feature-Rich Twitter Named Entity Recognition and Classification Utpal Kumar Sikdar author Björn Gambäck author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication sikdar-gamback-2016-feature https://aclanthology.org/W16-3922/ 2016-12 164 170 Learning to Search for Recognizing Named Entities in Twitter Ioannis Partalas author Cédric Lopez author Nadia Derbas author Ruslan Kalitvianski author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication partalas-etal-2016-learning https://aclanthology.org/W16-3923/ 2016-12 171 177 DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets Fabrice Dugas author Eric Nichols author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication dugas-nichols-2016-deepnnner https://aclanthology.org/W16-3924/ 2016-12 178 187 ASU: An Experimental Study on Applying Deep Learning in Twitter Named Entity Recognition. Michel Naim Gerguis author Cherif Salama author M Watheq El-Kharashi author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication gerguis-etal-2016-asu https://aclanthology.org/W16-3925/ 2016-12 188 196 UQAM-NTL: Named entity recognition in Twitter messages Ngoc Tan Le author Fatma Mallek author Fatiha Sadat author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication le-etal-2016-uqam https://aclanthology.org/W16-3926/ 2016-12 197 202 Semi-supervised Named Entity Recognition in noisy-text Shubhanshu Mishra author Jana Diesner author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication mishra-diesner-2016-semi https://aclanthology.org/W16-3927/ 2016-12 203 212 Twitter Geolocation Prediction Shared Task of the 2016 Workshop on Noisy User-generated Text Bo Han author Afshin Rahimi author Leon Derczynski author Timothy Baldwin author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication han-etal-2016-twitter https://aclanthology.org/W16-3928/ 2016-12 213 217 CSIRO Data61 at the WNUT Geo Shared Task Gaya Jayasinghe author Brian Jin author James Mchugh author Bella Robinson author Stephen Wan author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication jayasinghe-etal-2016-csiro https://aclanthology.org/W16-3929/ 2016-12 218 226 Geolocation Prediction in Twitter Using Location Indicative Words and Textual Features Lianhua Chi author Kwan Hui Lim author Nebula Alam author Christopher J Butler author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication chi-etal-2016-geolocation https://aclanthology.org/W16-3930/ 2016-12 227 234 A Simple Scalable Neural Networks based Model for Geolocation Prediction in Twitter Yasuhide Miura author Motoki Taniguchi author Tomoki Taniguchi author Tomoko Ohkuma author 2016-12 text Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT) Bo Han editor Alan Ritter editor Leon Derczynski editor Wei Xu editor Tim Baldwin editor The COLING 2016 Organizing Committee Osaka, Japan conference publication miura-etal-2016-simple https://aclanthology.org/W16-3931/ 2016-12 235 239