| 2017 | Identifying beneficial task relations for multi-task learning in deep neural networks. | Joachim Bingel, Anders Sgaard |
| 2017 | What Do Recurrent Neural Network Grammars Learn About Syntax? | Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith |
| 2017 | Stance Classification of Context-Dependent Claims. | Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, Noam Slonim |
| 2017 | Predicting Counselor Behaviors in Motivational Interviewing Encounters. | Vernica Prez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, Lawrence C. An, Kathy J. Goggin, Delwyn Catley |
| 2017 | Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models. | Yandi Xia, Aaron Levine, Pradipto Das, Giuseppe Di Fabbrizio, Keiji Shinzato, Ankur Datta |
| 2017 | Nematus: a Toolkit for Neural Machine Translation. | Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Lubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nadejde |
| 2017 | How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs. | Rico Sennrich |
| 2017 | A Computational Model of Human Preferences for Pronoun Resolution. | Olga Seminck, Pascal Amsili |
| 2017 | Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets. | Isabel Segura-Bedmar, Antonio Quirs, Paloma Martnez |
| 2017 | Very Deep Convolutional Networks for Text Classification. | Alexis Conneau, Holger Schwenk, Loc Barrault, Yann LeCun |
| 2017 | Using Twitter Language to Predict the Real Estate Market. | Mohammadzaman Zamani, H. Andrew Schwartz |
| 2017 | Story Cloze Task: UW NLP System. | Roy Schwartz, Maarten Sap, Ioannis Konstas, Leila Zilles, Yejin Choi, Noah A. Smith |
| 2017 | Using Word Embedding for Cross-Language Plagiarism Detection. | Jrmy Ferrero, Laurent Besacier, Didier Schwab, Frdric Agns |
| 2017 | Noise Mitigation for Neural Entity Typing and Relation Extraction. | Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schtze |
| 2017 | Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. | Wenpeng Yin, Hinrich Schtze |
| 2017 | Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. | Yadollah Yaghoobzadeh, Hinrich Schtze |
| 2017 | End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification. | Sanjeev Karn, Ulli Waltinger, Hinrich Schtze |
| 2017 | Neural Multi-Source Morphological Reinflection. | Katharina Kann, Ryan Cotterell, Hinrich Schtze |
| 2017 | Exploring Different Dimensions of Attention for Uncertainty Detection. | Heike Adel, Hinrich Schtze |
| 2017 | Nonsymbolic Text Representation. | Hinrich Schtze |
| 2017 | The limits of automatic summarisation according to ROUGE. | Natalie Schluter |
| 2017 | Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings. | Sina Zarrie, David Schlangen |
| 2017 | Grounding Language by Continuous Observation of Instruction Following. | Ting Han, David Schlangen |
| 2017 | Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech. | Julian Hough, David Schlangen |
| 2017 | Creating POS Tagging and Dependency Parsing Experts via Topic Modeling. | Atreyee Mukherjee, Sandra Kbler, Matthias Scheutz |