| 2017 | MASSAlign: Alignment and Annotation of Comparable Documents. | Gustavo Paetzold, Fernando Alva-Manchego, Lucia Specia |
| 2017 | WiseReporter: A Korean Report Generation System. | Yunseok Noh, Su-Jeong Choi, Seong-Bae Park, Se-Young Park |
| 2017 | Learning to Explain Non-Standard English Words and Phrases. | Ke Ni, William Yang Wang |
| 2017 | Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations. | Noriki Nishida, Hideki Nakayama |
| 2017 | Estimating Reactions and Recommending Products with Generative Models of Reviews. | Jianmo Ni, Zachary C. Lipton, Sharad Vikram, Julian J. McAuley |
| 2017 | Sequence to Sequence Learning for Event Prediction. | Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal |
| 2017 | An Ensemble Method with Sentiment Features and Clustering Support. | Huy-Tien Nguyen, Minh-Le Nguyen |
| 2017 | Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification. | Huy-Thanh Nguyen, Minh-Le Nguyen |
| 2017 | Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation. | Toan Q. Nguyen, David Chiang |
| 2017 | Assessing the Verifiability of Attributions in News Text. | Edward Newell, Ariane Schang, Drew Margolin, Derek Ruths |
| 2017 | Diachrony-aware Induction of Binary Latent Representations from Typological Features. | Yugo Murawaki |
| 2017 | Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation. | Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende |
| 2017 | Taking into account Inter-sentence Similarity for Update Summarization. | Maali Mnasri, Gal de Chalendar, Olivier Ferret |
| 2017 | Using Social Networks to Improve Language Variety Identification with Neural Networks. | Yasuhide Miura, Tomoki Taniguchi, Motoki Taniguchi, Shotaro Misawa, Tomoko Ohkuma |
| 2017 | Investigating the Effect of Conveying Understanding Results in Chat-Oriented Dialogue Systems. | Koh Mitsuda, Ryuichiro Higashinaka, Junji Tomita |
| 2017 | IIIT-H at IJCNLP-2017 Task 3: A Bidirectional-LSTM Approach for Review Opinion Diversification. | Pruthwik Mishra, Prathyusha Danda, Silpa Kanneganti, Soujanya Lanka |
| 2017 | Key-value Attention Mechanism for Neural Machine Translation. | Hideya Mino, Masao Utiyama, Eiichiro Sumita, Takenobu Tokunaga |
| 2017 | Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks. | Bonan Min, Zhuolin Jiang, Marjorie Freedman, Ralph M. Weischedel |
| 2017 | Multilingual Vector Representations of Words, Sentences, and Documents. | Gerard de Melo |
| 2017 | Deep Neural Network based system for solving Arithmetic Word problems. | Purvanshi Mehta, Pruthwik Mishra, Vinayak Athavale, Manish Shrivastava, Dipti Misra Sharma |
| 2017 | Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks. | Shikib Mehri, Giuseppe Carenini |
| 2017 | Event Ordering with a Generalized Model for Sieve Prediction Ranking. | Bill McDowell, Nathanael Chambers, Alexander G. Ororbia II, David Reitter |
| 2017 | Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis. | Yuichiroh Matsubayashi, Kentaro Inui |
| 2017 | Hyperspherical Query Likelihood Models with Word Embeddings. | Ryo Masumura, Taichi Asami, Hirokazu Masataki, Kugatsu Sadamitsu, Kyosuke Nishida, Ryuichiro Higashinaka |
| 2017 | Cascading Multiway Attentions for Document-level Sentiment Classification. | Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu Sun |