Table of Contents

• Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)Roger Levy, Lucia Specia. [doi]
• Should Neural Network Architecture Reflect Linguistic Structure?Chris Dyer. 1 [doi]
• Rational Distortions of Learners' Linguistic InputNaomi Feldman. 2 [doi]
• Exploring the Syntactic Abilities of RNNs with Multi-task LearningÉmile Enguehard, Yoav Goldberg, Tal Linzen. 3-14 [doi]
• The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze TaskRoy Schwartz, Maarten Sap, Ioannis Konstas, Leila Zilles, Yejin Choi, Noah A. Smith. 15-25 [doi]
• Parsing for Grammatical Relations via Graph MergingWeiwei Sun, Yantao Du, Xiaojun Wan. 26-35 [doi]
• Leveraging Eventive Information for Better Metaphor Detection and ClassificationI-Hsuan Chen, Yunfei Long, Qin Lu, Chu-Ren Huang. 36-46 [doi]
• Collaborative Partitioning for Coreference ResolutionOlga Uryupina, Alessandro Moschitti. 47-57 [doi]
• Named Entity Disambiguation for Noisy TextYotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, Omer Levy. 58-68 [doi]
• Tell Me Why: Using Question Answering as Distant Supervision for Answer JustificationRebecca Sharp, Mihai Surdeanu, Peter Jansen, Marco Antonio Valenzuela-Escárcega, Peter Clark, Michael Hammond. 69-79 [doi]
• Learning What is Essential in QuestionsDaniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth. 80-89 [doi]
• Top-Rank Enhanced Listwise Optimization for Statistical Machine TranslationHuadong Chen, Shujian Huang, David Chiang, Xin-Yu Dai, Jiajun Chen. 90-99 [doi]
• Embedding Words and Senses Together via Joint Knowledge-Enhanced TrainingMassimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli. 100-111 [doi]
• Automatic Selection of Context Configurations for Improved Class-Specific Word RepresentationsIvan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen. 112-122 [doi]
• Modeling Context Words as Regions: An Ordinal Regression Approach to Word EmbeddingShoaib Jameel, Steven Schockaert. 123-133 [doi]
• An Artificial Language Evaluation of Distributional Semantic ModelsFatemeh Torabi Asr, Michael Jones. 134-142 [doi]
• Learning Word Representations with Regularization from Prior KnowledgeYan Song, Chia-Jung Lee, Fei Xia. 143-152 [doi]
• Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringFei Dong, Yue Zhang, Jie Yang. 153-162 [doi]
• Feature Selection as Causal Inference: Experiments with Text ClassificationMichael J. Paul. 163-172 [doi]
• A Joint Model for Semantic Sequences: Frames, Entities, SentimentsHaoruo Peng, Snigdha Chaturvedi, Dan Roth. 173-183 [doi]
• Neural Sequence-to-sequence Learning of Internal Word StructureTatyana Ruzsics, Tanja Samardzic. 184-194 [doi]
• A Supervised Approach to Extractive Summarisation of Scientific PapersEd Collins, Isabelle Augenstein, Sebastian Riedel. 195-205 [doi]
• An Automatic Approach for Document-level Topic Model EvaluationShraey Bhatia, Jey Han Lau, Timothy Baldwin. 206-215 [doi]
• Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show TranscriptsHenry Y. Chen, Ethan Zhou, Jinho D. Choi. 216-225 [doi]
• Cross-language Learning with Adversarial Neural NetworksShafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat. 226-237 [doi]
• Knowledge Tracing in Sequential Learning of Inflected VocabularyAdithya Renduchintala, Philipp Koehn, Jason Eisner. 238-247 [doi]
• A Probabilistic Generative Grammar for Semantic ParsingAbulhair Saparov, Vijay Saraswat, Tom M. Mitchell. 248-259 [doi]
• Learning Contextual Embeddings for Structural Semantic Similarity using Categorical InformationMassimo Nicosia, Alessandro Moschitti. 260-270 [doi]
• Making Neural QA as Simple as Possible but not SimplerDirk Weissenborn, Georg Wiese, Laura Seiffe. 271-280 [doi]
• Neural Domain Adaptation for Biomedical Question AnsweringGeorg Wiese, Dirk Weissenborn, Mariana L. Neves. 281-289 [doi]
• A phoneme clustering algorithm based on the obligatory contour principleMans Hulden. 290-300 [doi]
• Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwitsQuanzhi Li, Sameena Shah. 301-310 [doi]
• Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical textDesh Raj, Sunil Kumar Sahu, Ashish Anand. 311-321 [doi]
• Idea density for predicting Alzheimer's disease from transcribed speechKairit Sirts, Olivier Piguet, Mark Johnson. 322-332 [doi]
• Zero-Shot Relation Extraction via Reading ComprehensionOmer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer. 333-342 [doi]
• The Covert Helps Parse the OvertXun Zhang, Weiwei Sun, Xiaojun Wan. 343-353 [doi]
• German in Flux: Detecting Metaphoric Change via Word EntropyDominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole. 354-367 [doi]
• Encoding of phonology in a recurrent neural model of grounded speechAfra Alishahi, Marie Barking, Grzegorz Chrupala. 368-378 [doi]
• Multilingual Semantic Parsing And Code-SwitchingLong Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, Mark Johnson. 379-389 [doi]
• Optimizing Differentiable Relaxations of Coreference Evaluation MetricsPhong Le, Ivan Titov. 390-399 [doi]
• Neural Structural Correspondence Learning for Domain AdaptationYftah Ziser, Roi Reichart. 400-410 [doi]
• A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role LabelingDiego Marcheggiani, Anton Frolov, Ivan Titov. 411-420 [doi]
• Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary InformationGo Inoue, Hiroyuki Shindo, Yuji Matsumoto. 421-431 [doi]
• Learning from Relatives: Unified Dialectal Arabic SegmentationYounes Samih, Mohamed Eldesouki, Mohammed Attia, Kareem Darwish, Ahmed Abdelali, Hamdy Mubarak, Laura Kallmeyer. 432-441 [doi]
• Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder NetworksVan-Khanh Tran, Le Minh Nguyen. 442-451 [doi]
• Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, Ayush Pareek, Krishnan Srinivasan, Dragomir R. Radev. 452-462 [doi]