| 2018 | Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning. | Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji, Daisuke Bekki |
| 2018 | Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering. | Seunghyun Yoon, Joongbo Shin, Kyomin Jung |
| 2018 | Atypical Inputs in Educational Applications. | Su-Youn Yoon, Aoife Cahill, Anastassia Loukina, Klaus Zechner, Brian Riordan, Nitin Madnani |
| 2018 | Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions. | Hai Ye, Xin Jiang, Zhunchen Luo, Wenhan Chao |
| 2018 | Robust Multilingual Part-of-Speech Tagging via Adversarial Training. | Michihiro Yasunaga, Jungo Kasai, Dragomir R. Radev |
| 2018 | Collective Entity Disambiguation with Structured Gradient Tree Boosting. | Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman |
| 2018 | Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets. | Zhen Yang, Wei Chen, Feng Wang, Bo Xu |
| 2018 | Acquisition of Phrase Correspondences Using Natural Deduction Proofs. | Hitomi Yanaka, Koji Mineshima, Pascual Martnez-Gmez, Daisuke Bekki |
| 2018 | Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment. | Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya, Amit P. Sheth |
| 2018 | LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics. | Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu, Baoxun Wang, Zhuoran Wang, Xiaolong Wang |
| 2018 | Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss. | Peng Xu, Denilson Barbosa |
| 2018 | Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction. | Ziang Xie, Guillaume Genthial, Stanley Xie, Andrew Y. Ng, Dan Jurafsky |
| 2018 | Gated Multi-Task Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen |
| 2018 | Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding. | Chun-Kai Wu, Richard Tzong-Han Tsai |
| 2018 | Dialog Generation Using Multi-Turn Reasoning Neural Networks. | Xianchao Wu, Ander Martinez, Momo Klyen |
| 2018 | Reinforced Co-Training. | Jiawei Wu, Lei Li, William Yang Wang |
| 2018 | Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles. | Guillaume Wisniewski, Ophlie Lacroix, Franois Yvon |
| 2018 | A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference. | Adina Williams, Nikita Nangia, Samuel R. Bowman |
| 2018 | Inducing a Lexicon of Abusive Words - a Feature-Based Approach. | Michael Wiegand, Josef Ruppenhofer, Anna Schmidt, Clayton Greenberg |
| 2018 | Self-Attentive Residual Decoder for Neural Machine Translation. | Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis |
| 2018 | Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. | Ji Wen, Xu Sun, Xuancheng Ren, Qi Su |
| 2018 | Factors Influencing the Surprising Instability of Word Embeddings. | Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea |
| 2018 | Looking for Structure in Lexical and Acoustic-Prosodic Entrainment Behaviors. | Andreas Weise, Rivka Levitan |
| 2018 | A Melody-Conditioned Lyrics Language Model. | Kento Watanabe, Yuichiroh Matsubayashi, Satoru Fukayama, Masataka Goto, Kentaro Inui, Tomoyasu Nakano |
| 2018 | Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations. | Koki Washio, Tsuneaki Kato |