Table of Contents

• CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion ForumsElla Rabinovich, Masih Sultani, Suzanne Stevenson. [doi]
• Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public HealthGiannis Karamanolakis, Daniel Hsu 0001, Luis Gravano. 1-10 [doi]
• Formality Style Transfer for Noisy, User-generated Conversations: Extracting Labeled, Parallel Data from Unlabeled CorporaIsak Czeresnia Etinger, Alan W. Black. 11-16 [doi]
• Multilingual Whispers: Generating Paraphrases with TranslationChristian Federmann, Oussama Elachqar, Chris Quirk. 17-26 [doi]
• Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1Maria Nadejde, Joel R. Tetreault. 27-33 [doi]
• Exploiting BERT for End-to-End Aspect-based Sentiment AnalysisXin Li, Lidong Bing, Wenxuan Zhang, Wai Lam. 34-41 [doi]
• Training on Synthetic Noise Improves Robustness to Natural Noise in Machine TranslationVladimir Karpukhin, Omer Levy, Jacob Eisenstein, Marjan Ghazvininejad. 42-47 [doi]
• Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex TraffickingNathanael Chambers, Timothy Forman, Catherine Griswold, Kevin Lu, Yogaish Khastgir, Stephen Steckler. 48-56 [doi]
• Tkol, Httt, and r/radiohead: High Affinity Terms in Reddit CommunitiesAbhinav Bhandari, Caitrin Armstrong. 57-67 [doi]
• Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric LearningDaniele Bonadiman, Anjishnu Kumar, Arpit Mittal. 68-75 [doi]
• Hey Siri. Ok Google. Alexa: A topic modeling of user reviews for smart speakersHanh Nguyen, Dirk Hovy. 76-83 [doi]
• Predicting Algorithm Classes for Programming Word ProblemsVinayak Athavale, Aayush Naik, Rajas Vanjape, Manish Shrivastava 0001. 84-93 [doi]
• Automatic identification of writers' intentions: Comparing different methods for predicting relationship goals in online dating profile textsChris van der Lee, Tess van der Zanden, Emiel Krahmer, Maria Mos, Alexander P. Schouten. 94-100 [doi]
• Contextualized Word Representations from Distant Supervision with and for NERAbbas Ghaddar, Philippe Langlais. 101-108 [doi]
• Extract, Transform and Filling: A Pipeline Model for Question Paraphrasing based on TemplateYunfan Gu, Yuqiao Yang, Zhongyu Wei. 109-114 [doi]
• An In-depth Analysis of the Effect of Lexical Normalization on the Dependency Parsing of Social MediaRob van der Goot. 115-120 [doi]
• Who wrote this book? A challenge for e-commerceBéranger Dumont, Simona Maggio, Ghiles Sidi Said, Quoc-Tien Au. 121-125 [doi]
• Mining Tweets that refer to TV programs with Deep Neural NetworksTakeshi Kobayakawa, Taro Miyazaki, Hiroki Okamoto, Simon Clippingdale. 126-130 [doi]
• Normalising Non-standardised Orthography in Algerian Code-switched User-generated DataWafia Adouane, Jean-Philippe Bernardy, Simon Dobnik. 131-140 [doi]
• Dialect Text Normalization to Normative Standard FinnishNiko Partanen, Mika Hämäläinen, Khalid Al-Najjar. 141-146 [doi]
• A Cross-Topic Method for Supervised Relevance ClassificationJiawei Yong. 147-152 [doi]
• Exploring Multilingual Syntactic Sentence RepresentationsChen Liu, Anderson de Andrade, Muhammad Osama. 153-159 [doi]
• FASPell: A Fast, Adaptable, Simple, Powerful Chinese Spell Checker Based On DAE-Decoder ParadigmYuzhong Hong, Xianguo Yu, Neng He, Nan Liu, Junhui Liu. 160-169 [doi]
• Latent semantic network induction in the context of linked example sensesHunter Heidenreich, Jake Williams. 170-180 [doi]
• SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media TextKartikey Pant, Venkata Himakar Yanamandra, Alok Debnath, Radhika Mamidi. 181-190 [doi]
• Modelling Uncertainty in Collaborative Document Quality AssessmentAili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi 0001, Timothy Baldwin. 191-201 [doi]
• Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated TextsAnja Belz, Richard Hoile, Elizabeth Ford, Azam Mullick. 202-211 [doi]
• What A Sunny Day â˜": Toward Emoji-Sensitive Irony DetectionShirley Anugrah Hayati, Aditi Chaudhary, Naoki Otani, Alan W. Black. 212-216 [doi]
• Geolocation with Attention-Based Multitask Learning ModelsTommaso Fornaciari, Dirk Hovy. 217-223 [doi]
• Dense Node Representation for GeolocationTommaso Fornaciari, Dirk Hovy. 224-230 [doi]
• Identifying Linguistic Areas for GeolocationTommaso Fornaciari, Dirk Hovy. 231-236 [doi]
• Robustness to Capitalization Errors in Named Entity RecognitionSravan Babu Bodapati, Hyokun Yun, Yaser Al-Onaizan. 237-242 [doi]
• Extending Event Detection to New Types with Learning from KeywordsViet Dac Lai, Thien Huu Nguyen. 243-248 [doi]
• Distant Supervised Relation Extraction with Separate Head-Tail CNNRui Xing, Jie Luo. 249-258 [doi]
• Discovering the Functions of Language in Online ForumsYoumna Ismaeil, Oana Denisa Balalau, Paramita Mirza. 259-264 [doi]
• Incremental processing of noisy user utterances in the spoken language understanding taskStefan Constantin, Jan Niehues, Alex Waibel. 265-274 [doi]
• Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated ContentClaudia Matos Veliz, Orphée De Clercq, Véronique Hoste. 275-285 [doi]
• Contextual Text Denoising with Masked Language ModelYifu Sun, Haoming Jiang. 286-290 [doi]
• Towards Automated Semantic Role Labelling of Hindi-English Code-Mixed TweetsRiya Pal, Dipti Sharma. 291-296 [doi]
• Enhancing BERT for Lexical NormalizationBenjamin Müller, Benoît Sagot, Djamé Seddah. 297-306 [doi]
• No, you're not alone: A better way to find people with similar experiences on RedditZhilin Wang, Elena Rastorgueva, Weizhe Lin, Xiaodong Wu. 307-315 [doi]
• Improving Multi-label Emotion Classification by Integrating both General and Domain-specific KnowledgeWenhao Ying, Rong Xiang, Qin Lu 0001. 316-321 [doi]
• Adapting Deep Learning Methods for Mental Health Prediction on Social MediaIvan Sekulic, Michael Strube 0001. 322-327 [doi]
• Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-TranslationZhenhao Li, Lucia Specia. 328-336 [doi]
• An Ensemble of Humour, Sarcasm, and Hate Speechfor Sentiment Classification in Online ReviewsRohan Badlani, Nishit Asnani, Manan Rai. 337-345 [doi]
• Grammatical Error Correction in Low-Resource ScenariosJakub Náplava, Milan Straka. 346-356 [doi]
• Minimally-Augmented Grammatical Error CorrectionRoman Grundkiewicz, Marcin Junczys-Dowmunt. 357-363 [doi]
• A Social Opinion Gold Standard for the Malta Government Budget 2018Keith Cortis, Brian Davis 0001. 364-369 [doi]
• The Fallacy of Echo Chambers: Analyzing the Political Slants of User-Generated News Comments in Korean MediaJiyoung Han, Youngin Lee, Junbum Lee, Meeyoung Cha. 370-374 [doi]
• Y'all should read this! Identifying Plurality in Second-Person Personal Pronouns in English TextsGabriel Stanovsky, Ronen Tamari. 375-380 [doi]
• An Edit-centric Approach for Wikipedia Article Quality AssessmentEdison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo. 381-386 [doi]
• Additive Compositionality of Word VectorsYeon Seonwoo, Sungjoon Park, Dongkwan Kim, Alice Oh. 387-396 [doi]
• Contextualized context2vecKazuki Ashihara, Tomoyuki Kajiwara, Yuki Arase, Satoru Uchida. 397-406 [doi]
• Phonetic Normalization for Machine Translation of User Generated ContentJosé Carlos Rosales Núñez, Djamé Seddah, Guillaume Wisniewski. 407-416 [doi]
• Normalization of Indonesian-English Code-Mixed Twitter DataAnab Maulana Barik, Rahmad Mahendra, Mirna Adriani. 417-424 [doi]
• Unsupervised Neologism Normalization Using Embedding Space MappingNasser Zalmout, Kapil Thadani, Aasish Pappu. 425-430 [doi]
• Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive PowerJekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz. 431-443 [doi]
• Towards Actual (Not Operational) Textual Style Transfer Auto-EvaluationRichard Yuanzhe Pang. 444-445 [doi]