| 2017 | Resource-Lean Modeling of Coherence in Commonsense Stories. | Niko Schenk, Christian Chiarcos |
| 2017 | An Incremental Parser for Abstract Meaning Representation. | Marco Damonte, Shay B. Cohen, Giorgio Satta |
| 2017 | Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation. | Maryam Siahbani, Anoop Sarkar |
| 2017 | Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection. | Vered Shwartz, Enrico Santus, Dominik Schlechtweg |
| 2017 | Are Emojis Predictable? | Francesco Barbieri, Miguel Ballesteros, Horacio Saggion |
| 2017 | Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization. | Giannis Nikolentzos, Polykarpos Meladianos, Franois Rousseau, Yannis Stavrakas, Michalis Vazirgiannis |
| 2017 | Single and Cross-domain Polarity Classification using String Kernels. | Rosa M. Gimnez-Prez, Marc Franco-Salvador, Paolo Rosso |
| 2017 | A Network-based End-to-End Trainable Task-oriented Dialogue System. | Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve J. Young |
| 2017 | An RNN-based Binary Classifier for the Story Cloze Test. | Melissa Roemmele, Sosuke Kobayashi, Naoya Inoue, Andrew Gordon |
| 2017 | Learning to Negate Adjectives with Bilinear Models. | Laura Rimell, Amandla Mabona, Luana Bulat, Douwe Kiela |
| 2017 | How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis. | Vicente Ivn Snchez Carmona, Sebastian Riedel |
| 2017 | Distant Supervision for Relation Extraction beyond the Sentence Boundary. | Chris Quirk, Hoifung Poon |
| 2017 | Aspect Extraction from Product Reviews Using Category Hierarchy Information. | Yinfei Yang, Cen Chen, Minghui Qiu, Forrest Sheng Bao |
| 2017 | Discourse Relations and Conjoined VPs: Automated Sense Recognition. | Valentina Pyatkin, Bonnie Webber |
| 2017 | Using the Output Embedding to Improve Language Models. | Ofir Press, Lior Wolf |
| 2017 | Structural Attention Neural Networks for improved sentiment analysis. | Filippos Kokkinos, Alexandros Potamianos |
| 2017 | Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities. | Ngoc-Quang Luong, Andrei Popescu-Belis, Annette Rios Gonzales, Don Tuggener |
| 2017 | Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues. | Xiao Pu, Laura Mascarell, Andrei Popescu-Belis |
| 2017 | Improving Neural Knowledge Base Completion with Cross-Lingual Projections. | Patrick Klein, Simone Paolo Ponzetto, Goran Glavas |
| 2017 | Unsupervised Cross-Lingual Scaling of Political Texts. | Goran Glavas, Federico Nanni, Simone Paolo Ponzetto |
| 2017 | Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. | Edoardo Maria Ponti, Anna Korhonen |
| 2017 | When is multitask learning effective? Semantic sequence prediction under varying data conditions. | Hctor Martnez Alonso, Barbara Plank |
| 2017 | Automatic Extraction of News Values from Headline Text. | Alicja Piotrkowicz, Vania Dimitrova, Katja Markert |
| 2017 | Multilingual CALL Framework for Automatic Language Exercise Generation from Free Text. | Naiara Prez, Montse Cuadros |
| 2017 | Zipf's and Benford's laws in Twitter hashtags. | Jos Alberto Prez-Melin, J. Alberto Conejero, Csar Ferri Ramirez |