| 2018 | Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations. | Hiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi |
| 2018 | Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers. | Tianze Shi, Carlos Gmez-Rodrguez, Lillian Lee |
| 2018 | Dense Information Flow for Neural Machine Translation. | Yanyao Shen, Xu Tan, Di He, Tao Qin, Tie-Yan Liu |
| 2018 | Self-Attention with Relative Position Representations. | Peter Shaw, Jakob Uszkoreit, Ashish Vaswani |
| 2018 | Neural Network based Extreme Classification and Similarity Models for Product Matching. | Kashif Shah, Seluk Kpr, Jean-David Ruvini |
| 2018 | Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning. | Pararth Shah, Dilek Hakkani-Tr, Bing Liu, Gkhan Tr |
| 2018 | Verb Alternations and Their Impact on Frame Induction. | Esther Seyffarth |
| 2018 | Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction. | Procheta Sen, Debasis Ganguly, Gareth J. F. Jones |
| 2018 | Sentences with Gapping: Parsing and Reconstructing Elided Predicates. | Sebastian Schuster, Joakim Nivre, Christopher D. Manning |
| 2018 | Multi-Task Learning for Argumentation Mining in Low-Resource Settings. | Claudia Schulz, Steffen Eger, Johannes Daxenberger, Tobias Kahse, Iryna Gurevych |
| 2018 | NLP Lean Programming Framework: Developing NLP Applications More Effectively. | Marc Schreiber, Bodo Kraft, Albert Zndorf |
| 2018 | DebugSL: An Interactive Tool for Debugging Sentiment Lexicons. | Andrew T. Schneider, John Male, Saroja Bhogadhi, Eduard Constantin Dragut |
| 2018 | The Word Analogy Testing Caveat. | Natalie Schluter |
| 2018 | Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change. | Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann |
| 2018 | Cross-Lingual Learning-to-Rank with Shared Representations. | Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh, Kentaro Inui |
| 2018 | Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets. | Prathusha Kameswara Sarma |
| 2018 | Detecting Egregious Conversations between Customers and Virtual Agents. | Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John T. Richards, David Piorkowski |
| 2018 | Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness. | Vicente Ivn Snchez Carmona, Jeff Mitchell, Sebastian Riedel |
| 2018 | Contextualized Word Representations for Reading Comprehension. | Shimi Salant, Jonathan Berant |
| 2018 | Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function. | Shinsaku Sakaue, Tsutomu Hirao, Masaaki Nishino, Masaaki Nagata |
| 2018 | Self-Training for Jointly Learning to Ask and Answer Questions. | Mrinmaya Sachan, Eric P. Xing |
| 2018 | Neural Models of Factuality. | Rachel Rudinger, Aaron Steven White, Benjamin Van Durme |
| 2018 | Gender Bias in Coreference Resolution. | Rachel Rudinger, Jason Naradowsky, Brian Leonard, Benjamin Van Durme |
| 2018 | 360° Stance Detection. | Sebastian Ruder, John Glover, Afshin Mehrabani, Parsa Ghaffari |
| 2018 | Deep Neural Models of Semantic Shift. | Alex Rosenfeld, Katrin Erk |