| 2017 | Measuring Topic Coherence through Optimal Word Buckets. | Nitin Ramrakhiyani, Sachin Pawar, Swapnil Hingmire, Girish Keshav Palshikar |
| 2017 | Effective search space reduction for spell correction using character neural embeddings. | Harshit Pande |
| 2017 | Unsupervised AMR-Dependency Parse Alignment. | Wei-Te Chen, Martha Palmer |
| 2017 | Lingmotif: Sentiment Analysis for the Digital Humanities. | Antonio Moreno-Ortiz |
| 2017 | TWINE: A real-time system for TWeet analysis via INformation Extraction. | Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina |
| 2017 | A Multi-View Sentiment Corpus. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2017 | Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network. | Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu |
| 2017 | Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. | Yunsu Kim, Julian Schamper, Hermann Ney |
| 2017 | Learning to Translate in Real-time with Neural Machine Translation. | Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O. K. Li |
| 2017 | Detecting (Un)Important Content for Single-Document News Summarization. | Yinfei Yang, Forrest Sheng Bao, Ani Nenkova |
| 2017 | Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario. | M. Amin Farajian, Marco Turchi, Matteo Negri, Nicola Bertoldi, Marcello Federico |
| 2017 | Online Automatic Post-editing for MT in a Multi-Domain Translation Environment. | Rajen Chatterjee, Gebremedhen Gebremelak, Matteo Negri, Marco Turchi |
| 2017 | Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison. | Alessandro Raganato, Jos Camacho-Collados, Roberto Navigli |
| 2017 | BabelDomains: Large-Scale Domain Labeling of Lexical Resources. | Jos Camacho-Collados, Roberto Navigli |
| 2017 | Analyzing Semantic Change in Japanese Loanwords. | Hiroya Takamura, Ryo Nagata, Yoshifumi Kawasaki |
| 2017 | K-best Iterative Viterbi Parsing. | Katsuhiko Hayashi, Masaaki Nagata |
| 2017 | Classifying Illegal Activities on Tor Network Based on Web Textual Contents. | Mhd Wesam Al-Nabki, Eduardo Fidalgo, Enrique Alegre, Ivan de Paz |
| 2017 | Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis. | Amr El-Desoky Mousa, Bjrn W. Schuller |
| 2017 | LSDSem 2017 Shared Task: The Story Cloze Test. | Nasrin Mostafazadeh, Michael Roth, Annie Louis, Nathanael Chambers, James F. Allen |
| 2017 | A Practical Perspective on Latent Structured Prediction for Coreference Resolution. | Iryna Haponchyk, Alessandro Moschitti |
| 2017 | Effective shared representations with Multitask Learning for Community Question Answering. | Daniele Bonadiman, Antonio Uva, Alessandro Moschitti |
| 2017 | Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study. | Jihen Karoui, Farah Benamara, Vronique Moriceau, Viviana Patti, Cristina Bosco, Nathalie Aussenac-Gilles |
| 2017 | Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations. | Geert Heyman, Ivan Vulic, Marie-Francine Moens |
| 2017 | Structured Learning for Temporal Relation Extraction from Clinical Records. | Artuur Leeuwenberg, Marie-Francine Moens |
| 2017 | On-demand Injection of Lexical Knowledge for Recognising Textual Entailment. | Pascual Martnez-Gmez, Koji Mineshima, Yusuke Miyao, Daisuke Bekki |