| 2017 | COVER: Covering the Semantically Tractable Questions. | Michael Minock |
| 2017 | Pulling Out the Stops: Rethinking Stopword Removal for Topic Models. | Alexandra Schofield, Mns Magnusson, David M. Mimno |
| 2017 | Pragmatic descriptions of perceptual stimuli. | Emiel van Miltenburg |
| 2017 | Story Cloze Ending Selection Baselines and Data Examination. | Todor Mihaylov, Anette Frank |
| 2017 | RAMBLE ON: Tracing Movements of Popular Historical Figures. | Stefano Menini, Rachele Sprugnoli, Giovanni Moretti, Enrico Bignotti, Sara Tonelli, Bruno Lepri |
| 2017 | Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora. | Jessica Ouyang, Serina Chang, Kathy McKeown |
| 2017 | SMARTies: Sentiment Models for Arabic Target entities. | Noura Farra, Kathy McKeown |
| 2017 | Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema. | Patrick Verga, Arvind Neelakantan, Andrew McCallum |
| 2017 | Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks. | Rajarshi Das, Arvind Neelakantan, David Belanger, Andrew McCallum |
| 2017 | Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement. | Hsin-Yang Wang, Wei-Yun Ma |
| 2017 | Using Images to Improve Machine-Translating E-Commerce Product Listings. | Iacer Calixto, Daniel Stein, Evgeny Matusov, Pintu Lohar, Sheila Castilho, Andy Way |
| 2017 | Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing. | Ryosuke Kohita, Hiroshi Noji, Yuji Matsumoto |
| 2017 | Marine Variable Linker: Exploring Relations between Changing Variables in Marine Science Literature. | Erwin Marsi, Pinar ztrk, Murat V. Ardelan |
| 2017 | Replication issues in syntax-based aspect extraction for opinion mining. | Edison Marrese-Taylor, Yutaka Matsuo |
| 2017 | Improving ROUGE for Timeline Summarization. | Sebastian Martschat, Katja Markert |
| 2017 | A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue. | Mihail Eric, Christopher D. Manning |
| 2017 | Detecting negation scope is easy, except when it isn't. | Federico Fancellu, Adam Lopez, Bonnie L. Webber, Hangfeng He |
| 2017 | Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks? | Shangmin Guo, Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao |
| 2017 | Dialog state tracking, a machine reading approach using Memory Network. | Julien Perez, Fei Liu |
| 2017 | Gated End-to-End Memory Networks. | Fei Liu, Julien Perez |
| 2017 | A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts. | Fei Liu, Julien Perez, Scott Nowson |
| 2017 | Neural Automatic Post-Editing Using Prior Alignment and Reranking. | Santanu Pal, Sudip Kumar Naskar, Mihaela Vela, Qun Liu, Josef van Genabith |
| 2017 | If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking. | Dasha Bogdanova, Jennifer Foster, Daria Dzendzik, Qun Liu |
| 2017 | Deception detection in Russian texts. | Olga Litvinova, Pavel Seredin, Tatiana Litvinova, John Lyell |
| 2017 | A Web-Based Interactive Tool for Creating, Inspecting, Editing, and Publishing Etymological Datasets. | Johann-Mattis List |