| 2017 | Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks. | Marcos Vincius Treviso, Christopher Shulby, Sandra M. Alusio |
| 2017 | Autobank: a semi-automatic annotation tool for developing deep Minimalist Grammar treebanks. | John Torr |
| 2017 | A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions. | Antonio Toral, Vctor M. Snchez-Cartagena |
| 2017 | The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts. | Rachele Sprugnoli, Tommaso Caselli, Sara Tonelli, Giovanni Moretti |
| 2017 | Continuous multilinguality with language vectors. | Robert stling, Jrg Tiedemann |
| 2017 | An Extensible Framework for Verification of Numerical Claims. | James Thorne, Andreas Vlachos |
| 2017 | Integrated Learning of Dialog Strategies and Semantic Parsing. | Aishwarya Padmakumar, Jesse Thomason, Raymond J. Mooney |
| 2017 | JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction. | Courtney Napoles, Keisuke Sakaguchi, Joel R. Tetreault |
| 2017 | Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization. | Jun Suzuki, Masaaki Nagata |
| 2017 | F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. | Hangfeng He, Xu Sun |
| 2017 | Trust, but Verify! Better Entity Linking through Automatic Verification. | Benjamin Heinzerling, Michael Strube, Chin-Yew Lin |
| 2017 | A Computational Analysis of the Language of Drug Addiction. | Carlo Strapparava, Rada Mihalcea |
| 2017 | To Sing like a Mockingbird. | Lorenzo Gatti, Gzde zbal, Oliviero Stock, Carlo Strapparava |
| 2017 | Continuous N-gram Representations for Authorship Attribution. | Yunita Sari, Andreas Vlachos, Mark Stevenson |
| 2017 | Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models. | Gabriel Stanovsky, Daniel Gruhl, Pablo N. Mendes |
| 2017 | Authorship Attribution Using Text Distortion. | Efstathios Stamatatos |
| 2017 | Lexical Simplification with Neural Ranking. | Gustavo Paetzold, Lucia Specia |
| 2017 | Learning User Embeddings from Emails. | Yan Song, Chia-Jung Lee |
| 2017 | Convolutional Neural Networks for Authorship Attribution of Short Texts. | Prasha Shrestha, Sebastin Sierra, Fabio A. Gonzlez, Manuel Montes-y-Gmez, Paolo Rosso, Thamar Solorio |
| 2017 | A Multi-task Approach to Predict Likability of Books. | Suraj Maharjan, John Edison Arevalo Ovalle, Manuel Montes-y-Gmez, Fabio A. Gonzlez, Thamar Solorio |
| 2017 | Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages. | Michael Sejr Schlichtkrull, Anders Sgaard |
| 2017 | Parsing Universal Dependencies without training. | Hctor Martnez Alonso, Zeljko Agic, Barbara Plank, Anders Sgaard |
| 2017 | Cross-lingual tagger evaluation without test data. | Zeljko Agic, Barbara Plank, Anders Sgaard |
| 2017 | A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments. | Omer Levy, Anders Sgaard, Yoav Goldberg |
| 2017 | Cross-lingual RST Discourse Parsing. | Chlo Braud, Maximin Coavoux, Anders Sgaard |