| 2017 | A Joint Model for Semantic Sequences: Frames, Entities, Sentiments. Haoruo Peng, Snigdha Chaturvedi, Dan Roth |
| 2017 | A Probabilistic Generative Grammar for Semantic Parsing. Abulhair Saparov, Vijay A. Saraswat, Tom M. Mitchell |
| 2017 | A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling. Diego Marcheggiani, Anton Frolov, Ivan Titov |
| 2017 | A Supervised Approach to Extractive Summarisation of Scientific Papers. Ed Collins, Isabelle Augenstein, Sebastian Riedel |
| 2017 | A phoneme clustering algorithm based on the obligatory contour principle. Mans Hulden |
| 2017 | An Artificial Language Evaluation of Distributional Semantic Models. Fatemeh Torabi Asr, Michael N. Jones |
| 2017 | An Automatic Approach for Document-level Topic Model Evaluation. Shraey Bhatia, Jey Han Lau, Timothy Baldwin |
| 2017 | Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring. Fei Dong, Yue Zhang, Jie Yang |
| 2017 | Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen |
| 2017 | Collaborative Partitioning for Coreference Resolution. Olga Uryupina, Alessandro Moschitti |
| 2017 | Cross-language Learning with Adversarial Neural Networks. Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat |
| 2017 | Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli |
| 2017 | Encoding of phonology in a recurrent neural model of grounded speech. Afra Alishahi, Marie Barking, Grzegorz Chrupala |
| 2017 | Exploring the Syntactic Abilities of RNNs with Multi-task Learning. Émile Enguehard, Yoav Goldberg, Tal Linzen |
| 2017 | Feature Selection as Causal Inference: Experiments with Text Classification. Michael J. Paul |
| 2017 | German in Flux: Detecting Metaphoric Change via Word Entropy. Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole |
| 2017 | Graph-based Neural Multi-Document Summarization. Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu, Ayush Pareek, Krishnan Srinivasan, Dragomir R. Radev |
| 2017 | Idea density for predicting Alzheimer's disease from transcribed speech. Kairit Sirts, Olivier Piguet, Mark Johnson |
| 2017 | Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information. Go Inoue, Hiroyuki Shindo, Yuji Matsumoto |
| 2017 | Knowledge Tracing in Sequential Learning of Inflected Vocabulary. Adithya Renduchintala, Philipp Koehn, Jason Eisner |
| 2017 | Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information. Massimo Nicosia, Alessandro Moschitti |
| 2017 | Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits. Quanzhi Li, Sameena Shah |
| 2017 | Learning What is Essential in Questions. Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth |
| 2017 | Learning Word Representations with Regularization from Prior Knowledge. Yan Song, Chia-Jung Lee, Fei Xia |
| 2017 | Learning from Relatives: Unified Dialectal Arabic Segmentation. Younes Samih, Mohamed Eldesouki, Mohammed Attia, Kareem Darwish, Ahmed Abdelali, Hamdy Mubarak, Laura Kallmeyer |
| 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 |
| 2017 | Leveraging Eventive Information for Better Metaphor Detection and Classification. I-Hsuan Chen, Yunfei Long, Qin Lu, Chu-Ren Huang |
| 2017 | Making Neural QA as Simple as Possible but not Simpler. Dirk Weissenborn, Georg Wiese, Laura Seiffe |
| 2017 | Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding. Shoaib Jameel, Steven Schockaert |
| 2017 | Multilingual Semantic Parsing And Code-Switching. Long Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip R. Cohen, Mark Johnson |
| 2017 | Named Entity Disambiguation for Noisy Text. Yotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, Omer Levy |
| 2017 | Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. Van-Khanh Tran, Le-Minh Nguyen |
| 2017 | Neural Domain Adaptation for Biomedical Question Answering. Georg Wiese, Dirk Weissenborn, Mariana L. Neves |
| 2017 | Neural Sequence-to-sequence Learning of Internal Word Structure. Tatyana Ruzsics, Tanja Samardzic |
| 2017 | Neural Structural Correspondence Learning for Domain Adaptation. Yftah Ziser, Roi Reichart |
| 2017 | Optimizing Differentiable Relaxations of Coreference Evaluation Metrics. Phong Le, Ivan Titov |
| 2017 | Parsing for Grammatical Relations via Graph Merging. Weiwei Sun, Yantao Du, Xiaojun Wan |
| 2017 | Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), Vancouver, Canada, August 3-4, 2017 Roger Levy, Lucia Specia |
| 2017 | Rational Distortions of Learners' Linguistic Input. Naomi Feldman |
| 2017 | Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts. Henry Y. Chen, Ethan Zhou, Jinho D. Choi |
| 2017 | Should Neural Network Architecture Reflect Linguistic Structure? Chris Dyer |
| 2017 | Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification. Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Marco Antonio Valenzuela-Escárcega, Peter Clark, Michael Hammond |
| 2017 | The Covert Helps Parse the Overt. Xun Zhang, Weiwei Sun, Xiaojun Wan |
| 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 | Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. Huadong Chen, Shujian Huang, David Chiang, Xin-Yu Dai, Jiajun Chen |
| 2017 | Zero-Shot Relation Extraction via Reading Comprehension. Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer |