| 2018 | Sensing and Learning Human Annotators Engaged in Narrative Sensemaking. | McKenna K. Tornblad, Luke Lapresi, Christopher Homan, Raymond W. Ptucha, Cecilia Ovesdotter Alm |
| 2018 | FEVER: a Large-scale Dataset for Fact Extraction and VERification. | James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal |
| 2018 | Learning to Collaborate for Question Answering and Asking. | Duyu Tang, Nan Duan, Zhao Yan, Zhirui Zhang, Yibo Sun, Shujie Liu, Yuanhua Lv, Ming Zhou |
| 2018 | Object Ordering with Bidirectional Matchings for Visual Reasoning. | Hao Tan, Mohit Bansal |
| 2018 | The Web as a Knowledge-Base for Answering Complex Questions. | Alon Talmor, Jonathan Berant |
| 2018 | A Structured Syntax-Semantics Interface for English-AMR Alignment. | Ida Szubert, Adam Lopez, Nathan Schneider |
| 2018 | How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues. | Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen |
| 2018 | CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension. | Simon Suster, Walter Daelemans |
| 2018 | Deep Learning for Conversational AI. | Pei-Hao Su, Nikola Mrksic, Iigo Casanueva, Ivan Vulic |
| 2018 | Global Relation Embedding for Relation Extraction. | Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan |
| 2018 | Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. | Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen |
| 2018 | Semantic Structural Evaluation for Text Simplification. | Elior Sulem, Omri Abend, Ari Rappoport |
| 2018 | Learning to Map Context-Dependent Sentences to Executable Formal Queries. | Alane Suhr, Srinivasan Iyer, Yoav Artzi |
| 2018 | Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis. | Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin |
| 2018 | Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media. | Ian Stewart, Yuval Pinter, Jacob Eisenstein |
| 2018 | Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output. | David Steele, Lucia Specia |
| 2018 | Variable Typing: Assigning Meaning to Variables in Mathematical Text. | Yiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel |
| 2018 | Supervised Open Information Extraction. | Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer, Ido Dagan |
| 2018 | ArgumenText: Searching for Arguments in Heterogeneous Sources. | Christian Stab, Johannes Daxenberger, Chris Stahlhut, Tristan Miller, Benjamin Schiller, Christopher Tauchmann, Steffen Eger, Iryna Gurevych |
| 2018 | A Simple and Effective Approach to the Story Cloze Test. | Siddarth Srinivasan, Richa Arora, Mark O. Riedl |
| 2018 | Leveraging Context Information for Natural Question Generation. | Linfeng Song, Zhiguo Wang, Wael Hamza, Yue Zhang, Daniel Gildea |
| 2018 | Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings. | Yan Song, Shuming Shi, Jing Li, Haisong Zhang |
| 2018 | CL Scholar: The ACL Anthology Knowledge Graph Miner. | Mayank Singh, Pradeep Dogga, Sohan Patro, Dhiraj Barnwal, Ritam Dutt, Rajarshi Haldar, Pawan Goyal, Animesh Mukherjee |
| 2018 | Olive Oil is Made. | Vered Shwartz, Chris Waterson |
| 2018 | Alignment, Acceptance, and Rejection of Group Identities in Online Political Discourse. | Hagyeong Shin, Gabriel Doyle |