| 2017 | Neural Domain Adaptation for Biomedical Question Answering. | Georg Wiese, Dirk Weissenborn, Mariana L. Neves |
| 2017 | Making Neural QA as Simple as Possible but not Simpler. | Dirk Weissenborn, Georg Wiese, Laura Seiffe |
| 2017 | A Transition-based System for Universal Dependency Parsing. | Hao Wang, Hai Zhao, Zhisong Zhang |
| 2017 | Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. | Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen |
| 2017 | A non-projective greedy dependency parser with bidirectional LSTMs. | David Vilares, Carlos Gmez-Rodrguez |
| 2017 | UParse: the Edinburgh system for the CoNLL 2017 UD shared task. | Clara Vania, Xingxing Zhang, Adam Lopez |
| 2017 | Collaborative Partitioning for Coreference Resolution. | Olga Uryupina, Alessandro Moschitti |
| 2017 | Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. | Van-Khanh Tran, Le-Minh Nguyen |
| 2017 | Parsing for Grammatical Relations via Graph Merging. | Weiwei Sun, Yantao Du, Xiaojun Wan |
| 2017 | Experiments on Morphological Reinflection: CoNLL-2017 Shared Task. | Akhilesh Sudhakar, Anil Kumar Singh |
| 2017 | Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe. | Milan Straka, Jana Strakov |
| 2017 | Learning Word Representations with Regularization from Prior Knowledge. | Yan Song, Chia-Jung Lee, Fei Xia |
| 2017 | Idea density for predicting Alzheimer's disease from transcribed speech. | Kairit Sirts, Olivier Piguet, Mark Johnson |
| 2017 | Data Augmentation for Morphological Reinflection. | Miikka Silfverberg, Adam Wiemerslage, Ling Liu, Lingshuang Jack Mao |
| 2017 | Combining Global Models for Parsing Universal Dependencies. | Tianze Shi, Felix G. Wu, Xilun Chen, Yao Cheng |
| 2017 | Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification. | Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Marco Antonio Valenzuela-Escrcega, Peter Clark, Michael Hammond |
| 2017 | Seq2seq for Morphological Reinflection: When Deep Learning Fails. | Hajime Senuma, Akiko Aizawa |
| 2017 | The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task. | Roy Schwartz, Maarten Sap, Ioannis Konstas, Leila Zilles, Yejin Choi, Noah A. Smith |
| 2017 | German in Flux: Detecting Metaphoric Change via Word Entropy. | Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole |
| 2017 | Adversarial Training for Cross-Domain Universal Dependency Parsing. | Motoki Sato, Hitoshi Manabe, Hiroshi Noji, Yuji Matsumoto |
| 2017 | A Probabilistic Generative Grammar for Semantic Parsing. | Abulhair Saparov, Vijay A. Saraswat, Tom M. Mitchell |
| 2017 | Learning from Relatives: Unified Dialectal Arabic Segmentation. | Younes Samih, Mohamed Eldesouki, Mohammed Attia, Kareem Darwish, Ahmed Abdelali, Hamdy Mubarak, Laura Kallmeyer |
| 2017 | Neural Sequence-to-sequence Learning of Internal Word Structure. | Tatyana Ruzsics, Tanja Samardzic |
| 2017 | Knowledge Tracing in Sequential Learning of Inflected Vocabulary. | Adithya Renduchintala, Philipp Koehn, Jason Eisner |
| 2017 | Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text. | Desh Raj, Sunil Kumar Sahu, Ashish Anand |