Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor 2018-oct-nov Association for Computational Linguistics Brussels, Belgium text conference publication emnlp-2018-1 https://aclanthology.org/D18-1000/ Privacy-preserving Neural Representations of Text Maximin Coavoux author Shashi Narayan author Shay B Cohen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication coavoux-etal-2018-privacy 10.18653/v1/D18-1001 https://aclanthology.org/D18-1001/ 2018-oct-nov 1 10 Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar author Yoav Goldberg author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication elazar-goldberg-2018-adversarial 10.18653/v1/D18-1002 https://aclanthology.org/D18-1002/ 2018-oct-nov 11 21 DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning Kashyap Popat author Subhabrata Mukherjee author Andrew Yates author Gerhard Weikum author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication popat-etal-2018-declare 10.18653/v1/D18-1003 https://aclanthology.org/D18-1003/ 2018-oct-nov 22 32 It’s going to be okay: Measuring Access to Support in Online Communities Zijian Wang author David Jurgens author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-jurgens-2018-going 10.18653/v1/D18-1004 https://aclanthology.org/D18-1004/ 2018-oct-nov 33 45 Detecting Gang-Involved Escalation on Social Media Using Context Serina Chang author Ruiqi Zhong author Ethan Adams author Fei-Tzin Lee author Siddharth Varia author Desmond Patton author William Frey author Chris Kedzie author Kathy McKeown author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chang-etal-2018-detecting 10.18653/v1/D18-1005 https://aclanthology.org/D18-1005/ 2018-oct-nov 46 56 Reasoning about Actions and State Changes by Injecting Commonsense Knowledge Niket Tandon author Bhavana Dalvi author Joel Grus author Wen-tau Yih author Antoine Bosselut author Peter Clark author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tandon-etal-2018-reasoning 10.18653/v1/D18-1006 https://aclanthology.org/D18-1006/ 2018-oct-nov 57 66 Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation Adam Poliak author Aparajita Haldar author Rachel Rudinger author J Edward Hu author Ellie Pavlick author Aaron Steven White author Benjamin Van Durme author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication poliak-etal-2018-collecting 10.18653/v1/D18-1007 https://aclanthology.org/D18-1007/ 2018-oct-nov 67 81 Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts Matthew Lamm author Arun Chaganty author Christopher D Manning author Dan Jurafsky author Percy Liang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lamm-etal-2018-textual 10.18653/v1/D18-1008 https://aclanthology.org/D18-1008/ 2018-oct-nov 82 92 SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers author Yonatan Bisk author Roy Schwartz author Yejin Choi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zellers-etal-2018-swag 10.18653/v1/D18-1009 https://aclanthology.org/D18-1009/ 2018-oct-nov 93 104 TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification Wenpeng Yin author Dan Roth author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yin-roth-2018-twowingos 10.18653/v1/D18-1010 https://aclanthology.org/D18-1010/ 2018-oct-nov 105 114 Associative Multichannel Autoencoder for Multimodal Word Representation Shaonan Wang author Jiajun Zhang author Chengqing Zong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-associative 10.18653/v1/D18-1011 https://aclanthology.org/D18-1011/ 2018-oct-nov 115 124 Game-Based Video-Context Dialogue Ramakanth Pasunuru author Mohit Bansal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pasunuru-bansal-2018-game 10.18653/v1/D18-1012 https://aclanthology.org/D18-1012/ 2018-oct-nov 125 136 simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions Fenglin Liu author Xuancheng Ren author Yuanxin Liu author Houfeng Wang author Xu Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-simnet 10.18653/v1/D18-1013 https://aclanthology.org/D18-1013/ 2018-oct-nov 137 149 Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang author Ziyin Liu author AmirAli Bagher Zadeh author Louis-Philippe Morency author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liang-etal-2018-multimodal 10.18653/v1/D18-1014 https://aclanthology.org/D18-1014/ 2018-oct-nov 150 161 Temporally Grounding Natural Sentence in Video Jingyuan Chen author Xinpeng Chen author Lin Ma author Zequn Jie author Tat-Seng Chua author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-temporally 10.18653/v1/D18-1015 https://aclanthology.org/D18-1015/ 2018-oct-nov 162 171 PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution Hong Chen author Zhenhua Fan author Hao Lu author Alan Yuille author Shu Rong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-preco 10.18653/v1/D18-1016 https://aclanthology.org/D18-1016/ 2018-oct-nov 172 181 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism Pengfei Cao author Yubo Chen author Kang Liu author Jun Zhao author Shengping Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cao-etal-2018-adversarial 10.18653/v1/D18-1017 https://aclanthology.org/D18-1017/ 2018-oct-nov 182 192 Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers Nafise Sadat Moosavi author Michael Strube author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication moosavi-strube-2018-using 10.18653/v1/D18-1018 https://aclanthology.org/D18-1018/ 2018-oct-nov 193 203 Neural Segmental Hypergraphs for Overlapping Mention Recognition Bailin Wang author Wei Lu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-lu-2018-neural 10.18653/v1/D18-1019 https://aclanthology.org/D18-1019/ 2018-oct-nov 204 214 Variational Sequential Labelers for Semi-Supervised Learning Mingda Chen author Qingming Tang author Karen Livescu author Kevin Gimpel author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-variational 10.18653/v1/D18-1020 https://aclanthology.org/D18-1020/ 2018-oct-nov 215 226 Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision Yixin Cao author Lei Hou author Juanzi Li author Zhiyuan Liu author Chengjiang Li author Xu Chen author Tiansi Dong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cao-etal-2018-joint 10.18653/v1/D18-1021 https://aclanthology.org/D18-1021/ 2018-oct-nov 227 237 Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance Yftah Ziser author Roi Reichart author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ziser-reichart-2018-deep 10.18653/v1/D18-1022 https://aclanthology.org/D18-1022/ 2018-oct-nov 238 249 Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding Lifu Huang author Kyunghyun Cho author Boliang Zhang author Heng Ji author Kevin Knight author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication huang-etal-2018-multi 10.18653/v1/D18-1023 https://aclanthology.org/D18-1023/ 2018-oct-nov 250 260 Unsupervised Multilingual Word Embeddings Xilun Chen author Claire Cardie author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-cardie-2018-unsupervised 10.18653/v1/D18-1024 https://aclanthology.org/D18-1024/ 2018-oct-nov 261 270 CLUSE: Cross-Lingual Unsupervised Sense Embeddings Ta-Chung Chi author Yun-Nung Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chi-chen-2018-cluse 10.18653/v1/D18-1025 https://aclanthology.org/D18-1025/ 2018-oct-nov 271 281 Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization Edoardo Maria Ponti author Ivan Vulić author Goran Glavaš author Nikola Mrkšić author Anna Korhonen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii 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Daniel Gillick author Anton Bakalov author Jason Baldridge author David Weiss author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-fast-compact 10.18653/v1/D18-1030 https://aclanthology.org/D18-1030/ 2018-oct-nov 328 337 Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning Weichao Wang author Shi Feng author Wei Gao author Daling Wang author Yifei Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-personalized 10.18653/v1/D18-1031 https://aclanthology.org/D18-1031/ 2018-oct-nov 338 348 Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks Zhichun Wang author Qingsong Lv author Xiaohan Lan author Yu Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-cross-lingual 10.18653/v1/D18-1032 https://aclanthology.org/D18-1032/ 2018-oct-nov 349 357 Cross-lingual Lexical Sememe Prediction Fanchao Qi author Yankai Lin author Maosong Sun author Hao Zhu author Ruobing Xie author Zhiyuan Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference 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Li author Kyunghyun Cho author Samuel Bowman author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-stable 10.18653/v1/D18-1035 https://aclanthology.org/D18-1035/ 2018-oct-nov 380 390 Addressing Troublesome Words in Neural Machine Translation Yang Zhao author Jiajun Zhang author Zhongjun He author Chengqing Zong author Hua Wu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhao-etal-2018-addressing 10.18653/v1/D18-1036 https://aclanthology.org/D18-1036/ 2018-oct-nov 391 400 Top-down Tree Structured Decoding with 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https://aclanthology.org/D18-1038/ 2018-oct-nov 414 424 Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios author Mrinmaya Sachan author Graham Neubig author Tom Mitchell author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication platanios-etal-2018-contextual 10.18653/v1/D18-1039 https://aclanthology.org/D18-1039/ 2018-oct-nov 425 435 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation Marzieh Fadaee author Christof Monz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication fadaee-monz-2018-back 10.18653/v1/D18-1040 https://aclanthology.org/D18-1040/ 2018-oct-nov 436 446 Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination Jiali Zeng author Jinsong Su author Huating Wen author Yang Liu author Jun Xie author Yongjing Yin author Jianqiang Zhao author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zeng-etal-2018-multi 10.18653/v1/D18-1041 https://aclanthology.org/D18-1041/ 2018-oct-nov 447 457 A Discriminative Latent-Variable Model for Bilingual Lexicon Induction Sebastian Ruder author Ryan Cotterell author Yova Kementchedjhieva author Anders Søgaard author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ruder-etal-2018-discriminative 10.18653/v1/D18-1042 https://aclanthology.org/D18-1042/ 2018-oct-nov 458 468 Non-Adversarial Unsupervised Word Translation Yedid Hoshen author Lior Wolf author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hoshen-wolf-2018-non 10.18653/v1/D18-1043 https://aclanthology.org/D18-1043/ 2018-oct-nov 469 478 Semi-Autoregressive Neural Machine Translation Chunqi Wang author Ji Zhang author Haiqing Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor 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Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication upadhyay-etal-2018-bootstrapping 10.18653/v1/D18-1046 https://aclanthology.org/D18-1046/ 2018-oct-nov 501 511 NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings Ndapa Nakashole author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication nakashole-2018-norma 10.18653/v1/D18-1047 https://aclanthology.org/D18-1047/ 2018-oct-nov 512 522 Adaptive Multi-pass Decoder for Neural Machine Translation Xinwei Geng author Xiaocheng Feng author Bing Qin author Ting Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication geng-etal-2018-adaptive 10.18653/v1/D18-1048 https://aclanthology.org/D18-1048/ 2018-oct-nov 523 532 Improving the Transformer Translation Model with Document-Level Context Jiacheng Zhang author Huanbo Luan author Maosong Sun author Feifei Zhai author Jingfang Xu author Min Zhang author Yang Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-improving 10.18653/v1/D18-1049 https://aclanthology.org/D18-1049/ 2018-oct-nov 533 542 MTNT: A Testbed for Machine Translation of Noisy Text Paul Michel author Graham Neubig author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural 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author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication seo-etal-2018-phrase 10.18653/v1/D18-1052 https://aclanthology.org/D18-1052/ 2018-oct-nov 559 564 Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering Jinhyuk Lee author Seongjun Yun author Hyunjae Kim author Miyoung Ko author Jaewoo Kang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lee-etal-2018-ranking 10.18653/v1/D18-1053 https://aclanthology.org/D18-1053/ 2018-oct-nov 565 569 Cut to the Chase: A Context Zoom-in Network for Reading Comprehension Sathish Reddy Indurthi author Seunghak Yu author Seohyun Back author Heriberto Cuayáhuitl author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication indurthi-etal-2018-cut 10.18653/v1/D18-1054 https://aclanthology.org/D18-1054/ 2018-oct-nov 570 575 Adaptive Document Retrieval for Deep Question Answering Bernhard Kratzwald author Stefan Feuerriegel author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kratzwald-feuerriegel-2018-adaptive 10.18653/v1/D18-1055 https://aclanthology.org/D18-1055/ 2018-oct-nov 576 581 Why is 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Mareike Hartmann author Yova Kementchedjhieva author Anders Søgaard author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hartmann-etal-2018-unsupervised 10.18653/v1/D18-1056 https://aclanthology.org/D18-1056/ 2018-oct-nov 582 586 Quantifying Context Overlap for Training Word Embeddings Yimeng Zhuang author Jinghui Xie author Yinhe Zheng author Xuan Zhu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhuang-etal-2018-quantifying 10.18653/v1/D18-1057 https://aclanthology.org/D18-1057/ 2018-oct-nov 587 593 Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space Koki Washio author Tsuneaki Kato author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication washio-kato-2018-neural 10.18653/v1/D18-1058 https://aclanthology.org/D18-1058/ 2018-oct-nov 594 600 Generalizing Word Embeddings using Bag of Subwords Jinman Zhao author Sidharth Mudgal author Yingyu Liang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhao-etal-2018-generalizing 10.18653/v1/D18-1059 https://aclanthology.org/D18-1059/ 2018-oct-nov 601 606 Neural Metaphor Detection in Context Ge Gao author Eunsol Choi author Yejin Choi author Luke Zettlemoyer author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gao-etal-2018-neural 10.18653/v1/D18-1060 https://aclanthology.org/D18-1060/ 2018-oct-nov 607 613 Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging Barbara Plank author Željko Agić author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication plank-agic-2018-distant 10.18653/v1/D18-1061 https://aclanthology.org/D18-1061/ 2018-oct-nov 614 620 Unsupervised Bilingual Lexicon Induction via Latent Variable Models Zi-Yi Dou author Zhi-Hao Zhou author Shujian Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dou-etal-2018-unsupervised 10.18653/v1/D18-1062 https://aclanthology.org/D18-1062/ 2018-oct-nov 621 626 Learning Unsupervised Word Translations Without Adversaries Tanmoy Mukherjee author Makoto Yamada author Timothy Hospedales author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mukherjee-etal-2018-learning 10.18653/v1/D18-1063 https://aclanthology.org/D18-1063/ 2018-oct-nov 627 632 Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification Ryo Masumura author Yusuke Shinohara author Ryuichiro Higashinaka author Yushi Aono author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication masumura-etal-2018-adversarial 10.18653/v1/D18-1064 https://aclanthology.org/D18-1064/ 2018-oct-nov 633 639 Surprisingly Easy Hard-Attention for Sequence to Sequence Learning Shiv Shankar author Siddhant Garg author Sunita Sarawagi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shankar-etal-2018-surprisingly 10.18653/v1/D18-1065 https://aclanthology.org/D18-1065/ 2018-oct-nov 640 645 Joint Learning for Emotion Classification and Emotion Cause Detection Ying Chen author Wenjun Hou author Xiyao Cheng author Shoushan Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-joint 10.18653/v1/D18-1066 https://aclanthology.org/D18-1066/ 2018-oct-nov 646 651 Exploring Optimism and Pessimism in Twitter Using Deep Learning Cornelia Caragea author Liviu P Dinu author Bogdan Dumitru author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication caragea-etal-2018-exploring 10.18653/v1/D18-1067 https://aclanthology.org/D18-1067/ 2018-oct-nov 652 658 Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning Sotiris Lamprinidis author Daniel Hardt author Dirk Hovy author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lamprinidis-etal-2018-predicting 10.18653/v1/D18-1068 https://aclanthology.org/D18-1068/ 2018-oct-nov 659 664 Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates Di Chen author Jiachen Du author Lidong Bing author Ruifeng Xu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-hybrid 10.18653/v1/D18-1069 https://aclanthology.org/D18-1069/ 2018-oct-nov 665 670 Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information Dirk Hovy author Tommaso Fornaciari author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hovy-fornaciari-2018-increasing 10.18653/v1/D18-1070 https://aclanthology.org/D18-1070/ 2018-oct-nov 671 677 A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation Jingyuan Li author Xiao Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-sun-2018-syntactically 10.18653/v1/D18-1071 https://aclanthology.org/D18-1071/ 2018-oct-nov 678 683 Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning Chen Shi author Qi Chen author Lei Sha author Sujian Li author Xu Sun author Houfeng Wang author Lintao Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shi-etal-2018-auto 10.18653/v1/D18-1072 https://aclanthology.org/D18-1072/ 2018-oct-nov 684 689 Extending Neural Generative Conversational Model using External Knowledge Sources Prasanna Parthasarathi author Joelle Pineau author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication parthasarathi-pineau-2018-extending 10.18653/v1/D18-1073 https://aclanthology.org/D18-1073/ 2018-oct-nov 690 695 Modeling Temporality of Human Intentions by Domain Adaptation Xiaolei Huang author Lixing Liu author Kate Carey author Joshua Woolley author Stefan Scherer author Brian Borsari author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication huang-etal-2018-modeling 10.18653/v1/D18-1074 https://aclanthology.org/D18-1074/ 2018-oct-nov 696 701 An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation Liangchen Luo author Jingjing Xu author Junyang Lin author Qi Zeng author Xu Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication luo-etal-2018-auto 10.18653/v1/D18-1075 https://aclanthology.org/D18-1075/ 2018-oct-nov 702 707 A Dataset for Document Grounded Conversations Kangyan Zhou author Shrimai Prabhumoye author Alan W Black author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhou-etal-2018-dataset 10.18653/v1/D18-1076 https://aclanthology.org/D18-1076/ 2018-oct-nov 708 713 Out-of-domain Detection based on Generative Adversarial Network Seonghan Ryu author Sangjun Koo author Hwanjo Yu author Gary Geunbae Lee author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ryu-etal-2018-domain 10.18653/v1/D18-1077 https://aclanthology.org/D18-1077/ 2018-oct-nov 714 718 Listening Comprehension over Argumentative Content Shachar Mirkin author Guy Moshkowich author Matan Orbach author Lili Kotlerman author Yoav Kantor author Tamar Lavee author Michal Jacovi author Yonatan Bilu author Ranit Aharonov author Noam Slonim author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mirkin-etal-2018-listening 10.18653/v1/D18-1078 https://aclanthology.org/D18-1078/ 2018-oct-nov 719 724 Using active learning to expand training data for implicit discourse relation recognition Yang Xu author Yu Hong author Huibin Ruan author Jianmin Yao author Min Zhang author Guodong Zhou author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-using 10.18653/v1/D18-1079 https://aclanthology.org/D18-1079/ 2018-oct-nov 725 731 Learning To Split and Rephrase From Wikipedia Edit History Jan A Botha author Manaal Faruqui author John Alex author Jason Baldridge author Dipanjan Das author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication botha-etal-2018-learning 10.18653/v1/D18-1080 https://aclanthology.org/D18-1080/ 2018-oct-nov 732 737 BLEU is Not Suitable for the Evaluation of Text Simplification Elior Sulem author Omri Abend author Ari Rappoport author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sulem-etal-2018-bleu 10.18653/v1/D18-1081 https://aclanthology.org/D18-1081/ 2018-oct-nov 738 744 S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information Jiaxin Pei author Chenliang Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pei-li-2018-s2spmn 10.18653/v1/D18-1082 https://aclanthology.org/D18-1082/ 2018-oct-nov 745 750 Improving Reinforcement Learning Based Image Captioning with Natural Language Prior Tszhang Guo author Shiyu Chang author Mo Yu author Kun Bai author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication guo-etal-2018-improving 10.18653/v1/D18-1083 https://aclanthology.org/D18-1083/ 2018-oct-nov 751 756 Training for Diversity in Image Paragraph Captioning Luke Melas-Kyriazi author Alexander Rush author George Han author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication melas-kyriazi-etal-2018-training 10.18653/v1/D18-1084 https://aclanthology.org/D18-1084/ 2018-oct-nov 757 761 A Graph-theoretic Summary Evaluation for ROUGE Elaheh ShafieiBavani author Mohammad Ebrahimi author Raymond Wong author Fang Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shafieibavani-etal-2018-graph 10.18653/v1/D18-1085 https://aclanthology.org/D18-1085/ 2018-oct-nov 762 767 Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation Hardy author Andreas Vlachos author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hardy-vlachos-2018-guided 10.18653/v1/D18-1086 https://aclanthology.org/D18-1086/ 2018-oct-nov 768 773 Evaluating Multiple System Summary Lengths: A Case Study Ori Shapira author David Gabay author Hadar Ronen author Judit Bar-Ilan author Yael Amsterdamer author Ani Nenkova author Ido Dagan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shapira-etal-2018-evaluating 10.18653/v1/D18-1087 https://aclanthology.org/D18-1087/ 2018-oct-nov 774 778 Neural Latent Extractive Document Summarization Xingxing Zhang author Mirella Lapata author Furu Wei author Ming Zhou author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-neural 10.18653/v1/D18-1088 https://aclanthology.org/D18-1088/ 2018-oct-nov 779 784 On the Abstractiveness of Neural Document Summarization Fangfang Zhang author Jin-ge Yao author Rui Yan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-abstractiveness 10.18653/v1/D18-1089 https://aclanthology.org/D18-1089/ 2018-oct-nov 785 790 Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning Yucheng Wang author Zhongyu Wei author Yaqian Zhou author Xuanjing Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-automatic 10.18653/v1/D18-1090 https://aclanthology.org/D18-1090/ 2018-oct-nov 791 797 Identifying Well-formed Natural Language Questions Manaal Faruqui author Dipanjan Das author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication faruqui-das-2018-identifying 10.18653/v1/D18-1091 https://aclanthology.org/D18-1091/ 2018-oct-nov 798 803 Self-Governing Neural Networks for On-Device Short Text Classification Sujith Ravi author Zornitsa Kozareva author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ravi-kozareva-2018-self 10.18653/v1/D18-1092 https://aclanthology.org/D18-1092/ 2018-oct-nov 804 810 HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization Kazuya Shimura author Jiyi Li author Fumiyo Fukumoto author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shimura-etal-2018-hft 10.18653/v1/D18-1093 https://aclanthology.org/D18-1093/ 2018-oct-nov 811 816 A Hierarchical Neural Attention-based Text Classifier Koustuv Sinha author Yue Dong author Jackie Chi Kit Cheung author Derek Ruths author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sinha-etal-2018-hierarchical 10.18653/v1/D18-1094 https://aclanthology.org/D18-1094/ 2018-oct-nov 817 823 Labeled Anchors and a Scalable, Transparent, and Interactive Classifier Jeffrey Lund author Stephen Cowley author Wilson Fearn author Emily Hales author Kevin Seppi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lund-etal-2018-labeled 10.18653/v1/D18-1095 https://aclanthology.org/D18-1095/ 2018-oct-nov 824 829 Coherence-Aware Neural Topic Modeling Ran Ding author Ramesh Nallapati author Bing Xiang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ding-etal-2018-coherence 10.18653/v1/D18-1096 https://aclanthology.org/D18-1096/ 2018-oct-nov 830 836 Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models Daniel Watson author Nasser Zalmout author Nizar Habash author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication watson-etal-2018-utilizing 10.18653/v1/D18-1097 https://aclanthology.org/D18-1097/ 2018-oct-nov 837 843 Topic Intrusion for Automatic Topic Model Evaluation Shraey Bhatia author Jey Han Lau author Timothy Baldwin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bhatia-etal-2018-topic 10.18653/v1/D18-1098 https://aclanthology.org/D18-1098/ 2018-oct-nov 844 849 Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents Abhijith Athreya Mysore Gopinath author Shomir Wilson author Norman Sadeh author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mysore-gopinath-etal-2018-supervised 10.18653/v1/D18-1099 https://aclanthology.org/D18-1099/ 2018-oct-nov 850 855 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang author Hieu Pham author Zihang Dai author Graham Neubig author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-switchout 10.18653/v1/D18-1100 https://aclanthology.org/D18-1100/ 2018-oct-nov 856 861 Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder Yunsu Kim author Jiahui Geng author Hermann Ney author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kim-etal-2018-improving 10.18653/v1/D18-1101 https://aclanthology.org/D18-1101/ 2018-oct-nov 862 868 Decipherment of Substitution Ciphers with Neural Language Models Nishant Kambhatla author Anahita Mansouri Bigvand author Anoop Sarkar author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kambhatla-etal-2018-decipherment 10.18653/v1/D18-1102 https://aclanthology.org/D18-1102/ 2018-oct-nov 869 874 Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig author Junjie Hu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication neubig-hu-2018-rapid 10.18653/v1/D18-1103 https://aclanthology.org/D18-1103/ 2018-oct-nov 875 880 Compact Personalized Models for Neural Machine Translation Joern Wuebker author Patrick Simianer author John DeNero author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wuebker-etal-2018-compact 10.18653/v1/D18-1104 https://aclanthology.org/D18-1104/ 2018-oct-nov 881 886 Self-Governing Neural Networks for On-Device Short Text Classification Sujith Ravi author Zornitsa Kozareva author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ravi-kozareva-2018-self-governing 10.18653/v1/D18-1105 https://aclanthology.org/D18-1105/ 2018-oct-nov 887 893 Supervised Domain Enablement Attention for Personalized Domain Classification Joo-Kyung Kim author Young-Bum Kim author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kim-kim-2018-supervised 10.18653/v1/D18-1106 https://aclanthology.org/D18-1106/ 2018-oct-nov 894 899 A Deep Neural Network Sentence Level Classification Method with Context Information Xingyi Song author Johann Petrak author Angus Roberts author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication song-etal-2018-deep 10.18653/v1/D18-1107 https://aclanthology.org/D18-1107/ 2018-oct-nov 900 904 Towards Dynamic Computation Graphs via Sparse Latent Structure Vlad Niculae author André F T Martins author Claire Cardie author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication niculae-etal-2018-towards 10.18653/v1/D18-1108 https://aclanthology.org/D18-1108/ 2018-oct-nov 905 911 Convolutional Neural Networks with Recurrent Neural Filters Yi Yang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yang-2018-convolutional 10.18653/v1/D18-1109 https://aclanthology.org/D18-1109/ 2018-oct-nov 912 917 Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model Kun Xu author Lingfei Wu author Zhiguo Wang author Mo Yu author Liwei Chen author Vadim Sheinin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-exploiting 10.18653/v1/D18-1110 https://aclanthology.org/D18-1110/ 2018-oct-nov 918 924 Retrieval-Based Neural Code Generation Shirley Anugrah Hayati author Raphael Olivier author Pravalika Avvaru author Pengcheng Yin author Anthony Tomasic author Graham Neubig author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hayati-etal-2018-retrieval 10.18653/v1/D18-1111 https://aclanthology.org/D18-1111/ 2018-oct-nov 925 930 SQL-to-Text Generation with Graph-to-Sequence Model Kun Xu author Lingfei Wu author Zhiguo Wang author Yansong Feng author Vadim Sheinin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-sql 10.18653/v1/D18-1112 https://aclanthology.org/D18-1112/ 2018-oct-nov 931 936 Generating Syntactic Paraphrases Emilie Colin author Claire Gardent author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication colin-gardent-2018-generating 10.18653/v1/D18-1113 https://aclanthology.org/D18-1113/ 2018-oct-nov 937 943 Neural-Davidsonian Semantic Proto-role Labeling Rachel Rudinger author Adam Teichert author Ryan Culkin author Sheng Zhang author Benjamin Van Durme author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rudinger-etal-2018-neural 10.18653/v1/D18-1114 https://aclanthology.org/D18-1114/ 2018-oct-nov 944 955 Conversational Decision-Making Model for Predicting the King’s Decision in the Annals of the Joseon Dynasty JinYeong Bak author Alice Oh author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bak-oh-2018-conversational 10.18653/v1/D18-1115 https://aclanthology.org/D18-1115/ 2018-oct-nov 956 961 Toward Fast and Accurate Neural Discourse Segmentation Yizhong Wang author Sujian Li author Jingfeng Yang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-toward 10.18653/v1/D18-1116 https://aclanthology.org/D18-1116/ 2018-oct-nov 962 967 A Dataset for Telling the Stories of Social Media Videos Spandana Gella author Mike Lewis author Marcus Rohrbach author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gella-etal-2018-dataset 10.18653/v1/D18-1117 https://aclanthology.org/D18-1117/ 2018-oct-nov 968 974 Cascaded Mutual Modulation for Visual Reasoning Yiqun Yao author Jiaming Xu author Feng Wang author Bo Xu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yao-etal-2018-cascaded 10.18653/v1/D18-1118 https://aclanthology.org/D18-1118/ 2018-oct-nov 975 980 How agents see things: On visual representations in an emergent language game Diane Bouchacourt author Marco Baroni author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bouchacourt-baroni-2018-agents 10.18653/v1/D18-1119 https://aclanthology.org/D18-1119/ 2018-oct-nov 981 985 Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction Ningyu Zhang author Shumin Deng author Zhanling Sun author Xi Chen author Wei Zhang author Huajun Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-attention 10.18653/v1/D18-1120 https://aclanthology.org/D18-1120/ 2018-oct-nov 986 992 Put It Back: Entity Typing with Language Model Enhancement Ji Xin author Hao Zhu author Xu Han author Zhiyuan Liu author Maosong Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xin-etal-2018-put 10.18653/v1/D18-1121 https://aclanthology.org/D18-1121/ 2018-oct-nov 993 998 Event Detection with Neural Networks: A Rigorous Empirical Evaluation Walker Orr author Prasad Tadepalli author Xiaoli Fern author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication orr-etal-2018-event 10.18653/v1/D18-1122 https://aclanthology.org/D18-1122/ 2018-oct-nov 999 1004 PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages Yiqing Zhang author Jianzhong Qi author Rui Zhang author Chuandong Yin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-pubse 10.18653/v1/D18-1123 https://aclanthology.org/D18-1123/ 2018-oct-nov 1005 1010 A Neural Transition-based Model for Nested Mention Recognition Bailin Wang author Wei Lu author Yu Wang author Hongxia Jin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-neural-transition 10.18653/v1/D18-1124 https://aclanthology.org/D18-1124/ 2018-oct-nov 1011 1017 Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction Ge Shi author Chong Feng author Lifu Huang author Boliang Zhang author Heng Ji author Lejian Liao author Heyan Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shi-etal-2018-genre 10.18653/v1/D18-1125 https://aclanthology.org/D18-1125/ 2018-oct-nov 1018 1023 Effective Use of Context in Noisy Entity Linking David Mueller author Greg Durrett author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mueller-durrett-2018-effective 10.18653/v1/D18-1126 https://aclanthology.org/D18-1126/ 2018-oct-nov 1024 1029 Exploiting Contextual Information via Dynamic Memory Network for Event Detection Shaobo Liu author Rui Cheng author Xiaoming Yu author Xueqi Cheng author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-exploiting-contextual 10.18653/v1/D18-1127 https://aclanthology.org/D18-1127/ 2018-oct-nov 1030 1035 Do explanations make VQA models more predictable to a human? Arjun Chandrasekaran author Viraj Prabhu author Deshraj Yadav author Prithvijit Chattopadhyay author Devi Parikh author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chandrasekaran-etal-2018-explanations 10.18653/v1/D18-1128 https://aclanthology.org/D18-1128/ 2018-oct-nov 1036 1042 Facts That Matter Marco Ponza author Luciano Del Corro author Gerhard Weikum author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ponza-etal-2018-facts 10.18653/v1/D18-1129 https://aclanthology.org/D18-1129/ 2018-oct-nov 1043 1048 Entity Tracking Improves Cloze-style Reading Comprehension Luong Hoang author Sam Wiseman author Alexander Rush author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hoang-etal-2018-entity 10.18653/v1/D18-1130 https://aclanthology.org/D18-1130/ 2018-oct-nov 1049 1055 Adversarial Domain Adaptation for Duplicate Question Detection Darsh Shah author Tao Lei author Alessandro Moschitti author Salvatore Romeo author Preslav Nakov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shah-etal-2018-adversarial 10.18653/v1/D18-1131 https://aclanthology.org/D18-1131/ 2018-oct-nov 1056 1063 Translating a Math Word Problem to a Expression Tree Lei Wang author Yan Wang author Deng Cai author Dongxiang Zhang author Xiaojiang Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-translating 10.18653/v1/D18-1132 https://aclanthology.org/D18-1132/ 2018-oct-nov 1064 1069 Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection Massimo Nicosia author Alessandro Moschitti author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication nicosia-moschitti-2018-semantic 10.18653/v1/D18-1133 https://aclanthology.org/D18-1133/ 2018-oct-nov 1070 1076 A dataset and baselines for sequential open-domain question answering Ahmed Elgohary author Chen Zhao author Jordan Boyd-Graber author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication elgohary-etal-2018-dataset 10.18653/v1/D18-1134 https://aclanthology.org/D18-1134/ 2018-oct-nov 1077 1083 Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set Radu Tudor Ionescu author Andrei M Butnaru author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ionescu-butnaru-2018-improving 10.18653/v1/D18-1135 https://aclanthology.org/D18-1135/ 2018-oct-nov 1084 1090 Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification Binxuan Huang author Kathleen Carley author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication huang-carley-2018-parameterized 10.18653/v1/D18-1136 https://aclanthology.org/D18-1136/ 2018-oct-nov 1091 1096 Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network Jianfei Yu author Luís Marujo author Jing Jiang author Pradeep Karuturi author William Brendel author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yu-etal-2018-improving 10.18653/v1/D18-1137 https://aclanthology.org/D18-1137/ 2018-oct-nov 1097 1102 Learning Sentiment Memories for Sentiment Modification without Parallel Data Yi Zhang author Jingjing Xu author Pengcheng Yang author Xu Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-learning 10.18653/v1/D18-1138 https://aclanthology.org/D18-1138/ 2018-oct-nov 1103 1108 Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks Martin Schmitt author Simon Steinheber author Konrad Schreiber author Benjamin Roth author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication schmitt-etal-2018-joint 10.18653/v1/D18-1139 https://aclanthology.org/D18-1139/ 2018-oct-nov 1109 1114 Representing Social Media Users for Sarcasm Detection Y Alex Kolchinski author Christopher Potts author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kolchinski-potts-2018-representing 10.18653/v1/D18-1140 https://aclanthology.org/D18-1140/ 2018-oct-nov 1115 1121 Syntactical Analysis of the Weaknesses of Sentiment Analyzers Rohil Verma author Samuel Kim author David Walter author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication verma-etal-2018-syntactical 10.18653/v1/D18-1141 https://aclanthology.org/D18-1141/ 2018-oct-nov 1122 1127 Is Nike female? Exploring the role of sound symbolism in predicting brand name gender Sridhar Moorthy author Ruth Pogacar author Samin Khan author Yang Xu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication moorthy-etal-2018-nike 10.18653/v1/D18-1142 https://aclanthology.org/D18-1142/ 2018-oct-nov 1128 1132 Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging Nayeon Lee author Chien-Sheng Wu author Pascale Fung author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lee-etal-2018-improving 10.18653/v1/D18-1143 https://aclanthology.org/D18-1143/ 2018-oct-nov 1133 1138 Harnessing Popularity in Social Media for Extractive Summarization of Online Conversations Ryuji Kano author Yasuhide Miura author Motoki Taniguchi author Yan-Ying Chen author Francine Chen author Tomoko Ohkuma author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kano-etal-2018-harnessing 10.18653/v1/D18-1144 https://aclanthology.org/D18-1144/ 2018-oct-nov 1139 1145 Identifying Locus of Control in Social Media Language Masoud Rouhizadeh author Kokil Jaidka author Laura Smith author H Andrew Schwartz author Anneke Buffone author Lyle Ungar author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rouhizadeh-etal-2018-identifying 10.18653/v1/D18-1145 https://aclanthology.org/D18-1145/ 2018-oct-nov 1146 1152 Somm: Into the Model Shengli Hu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hu-2018-somm 10.18653/v1/D18-1146 https://aclanthology.org/D18-1146/ 2018-oct-nov 1153 1159 Fine-Grained Emotion Detection in Health-Related Online Posts Hamed Khanpour author Cornelia Caragea author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication khanpour-caragea-2018-fine 10.18653/v1/D18-1147 https://aclanthology.org/D18-1147/ 2018-oct-nov 1160 1166 The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions Salvatore Giorgi author Daniel Preoţiuc-Pietro author Anneke Buffone author Daniel Rieman author Lyle Ungar author H Andrew Schwartz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication giorgi-etal-2018-remarkable 10.18653/v1/D18-1148 https://aclanthology.org/D18-1148/ 2018-oct-nov 1167 1172 Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason Lee author Elman Mansimov author Kyunghyun Cho author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lee-etal-2018-deterministic 10.18653/v1/D18-1149 https://aclanthology.org/D18-1149/ 2018-oct-nov 1173 1182 Large Margin Neural Language Model Jiaji Huang author Yi Li author Wei Ping author Liang Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication huang-etal-2018-large 10.18653/v1/D18-1150 https://aclanthology.org/D18-1150/ 2018-oct-nov 1183 1191 Targeted Syntactic Evaluation of Language Models Rebecca Marvin author Tal Linzen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication marvin-linzen-2018-targeted 10.18653/v1/D18-1151 https://aclanthology.org/D18-1151/ 2018-oct-nov 1192 1202 Rational Recurrences Hao Peng author Roy Schwartz author Sam Thomson author Noah A Smith author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication peng-etal-2018-rational 10.18653/v1/D18-1152 https://aclanthology.org/D18-1152/ 2018-oct-nov 1203 1214 Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu author Xiang Ren author Jingbo Shang author Xiaotao Gu author Jian Peng author Jiawei Han author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-efficient 10.18653/v1/D18-1153 https://aclanthology.org/D18-1153/ 2018-oct-nov 1215 1225 Automatic Event Salience Identification Zhengzhong Liu author Chenyan Xiong author Teruko Mitamura author Eduard Hovy author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-automatic 10.18653/v1/D18-1154 https://aclanthology.org/D18-1154/ 2018-oct-nov 1226 1236 Temporal Information Extraction by Predicting Relative Time-lines Artuur Leeuwenberg author Marie-Francine Moens author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication leeuwenberg-moens-2018-temporal 10.18653/v1/D18-1155 https://aclanthology.org/D18-1155/ 2018-oct-nov 1237 1246 Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation Xiao Liu author Zhunchen Luo author Heyan Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-jointly 10.18653/v1/D18-1156 https://aclanthology.org/D18-1156/ 2018-oct-nov 1247 1256 RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Shikhar Vashishth author Rishabh Joshi author Sai Suman Prayaga author Chiranjib Bhattacharyya author Partha Talukdar author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication vashishth-etal-2018-reside 10.18653/v1/D18-1157 https://aclanthology.org/D18-1157/ 2018-oct-nov 1257 1266 Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms Yubo Chen author Hang Yang author Kang Liu author Jun Zhao author Yantao Jia author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-collective 10.18653/v1/D18-1158 https://aclanthology.org/D18-1158/ 2018-oct-nov 1267 1276 Valency-Augmented Dependency Parsing Tianze Shi author Lillian Lee author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shi-lee-2018-valency 10.18653/v1/D18-1159 https://aclanthology.org/D18-1159/ 2018-oct-nov 1277 1291 Unsupervised Learning of Syntactic Structure with Invertible Neural Projections Junxian He author Graham Neubig author Taylor Berg-Kirkpatrick author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication he-etal-2018-unsupervised 10.18653/v1/D18-1160 https://aclanthology.org/D18-1160/ 2018-oct-nov 1292 1302 Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing Daniel Fernández-González author Carlos Gómez-Rodríguez author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication fernandez-gonzalez-gomez-rodriguez-2018-dynamic 10.18653/v1/D18-1161 https://aclanthology.org/D18-1161/ 2018-oct-nov 1303 1313 Constituent Parsing as Sequence Labeling Carlos Gómez-Rodríguez author David Vilares author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gomez-rodriguez-vilares-2018-constituent 10.18653/v1/D18-1162 https://aclanthology.org/D18-1162/ 2018-oct-nov 1314 1324 Synthetic Data Made to Order: The Case of Parsing Dingquan Wang author Jason Eisner author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-eisner-2018-synthetic 10.18653/v1/D18-1163 https://aclanthology.org/D18-1163/ 2018-oct-nov 1325 1337 Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions Qing Li author Jianlong Fu author Dongfei Yu author Tao Mei author Jiebo Luo author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-tell 10.18653/v1/D18-1164 https://aclanthology.org/D18-1164/ 2018-oct-nov 1338 1346 Learning a Policy for Opportunistic Active Learning Aishwarya Padmakumar author Peter Stone author Raymond Mooney author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication padmakumar-etal-2018-learning 10.18653/v1/D18-1165 https://aclanthology.org/D18-1165/ 2018-oct-nov 1347 1357 RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes Semih Yagcioglu author Aykut Erdem author Erkut Erdem author Nazli Ikizler-Cinbis author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yagcioglu-etal-2018-recipeqa 10.18653/v1/D18-1166 https://aclanthology.org/D18-1166/ 2018-oct-nov 1358 1368 TVQA: Localized, Compositional Video Question Answering Jie Lei author Licheng Yu author Mohit Bansal author Tamara Berg author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lei-etal-2018-tvqa 10.18653/v1/D18-1167 https://aclanthology.org/D18-1167/ 2018-oct-nov 1369 1379 Localizing Moments in Video with Temporal Language Lisa Anne Hendricks author Oliver Wang author Eli Shechtman author Josef Sivic author Trevor Darrell author Bryan Russell author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hendricks-etal-2018-localizing 10.18653/v1/D18-1168 https://aclanthology.org/D18-1168/ 2018-oct-nov 1380 1390 Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models Mohammad Taher Pilehvar author Dimitri Kartsaklis author Victor Prokhorov author Nigel Collier author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pilehvar-etal-2018-card 10.18653/v1/D18-1169 https://aclanthology.org/D18-1169/ 2018-oct-nov 1391 1401 Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention Fuli Luo author Tianyu Liu author Zexue He author Qiaolin Xia author Zhifang Sui author Baobao Chang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication luo-etal-2018-leveraging 10.18653/v1/D18-1170 https://aclanthology.org/D18-1170/ 2018-oct-nov 1402 1411 Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations Erik-Lân Do Dinh author Hannah Wieland author Iryna Gurevych author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication do-dinh-etal-2018-weeding 10.18653/v1/D18-1171 https://aclanthology.org/D18-1171/ 2018-oct-nov 1412 1424 Streaming word similarity mining on the cheap Olof Görnerup author Daniel Gillblad author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gornerup-gillblad-2018-streaming 10.18653/v1/D18-1172 https://aclanthology.org/D18-1172/ 2018-oct-nov 1425 1434 Memory, Show the Way: Memory Based Few Shot Word Representation Learning Jingyuan Sun author Shaonan Wang author Chengqing Zong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sun-etal-2018-memory 10.18653/v1/D18-1173 https://aclanthology.org/D18-1173/ 2018-oct-nov 1435 1444 Disambiguated skip-gram model Karol Grzegorczyk author Marcin Kurdziel author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication grzegorczyk-kurdziel-2018-disambiguated 10.18653/v1/D18-1174 https://aclanthology.org/D18-1174/ 2018-oct-nov 1445 1454 Picking Apart Story Salads Su Wang author Eric Holgate author Greg Durrett author Katrin Erk author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-picking 10.18653/v1/D18-1175 https://aclanthology.org/D18-1175/ 2018-oct-nov 1455 1465 Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela author Changhan Wang author Kyunghyun Cho author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kiela-etal-2018-dynamic 10.18653/v1/D18-1176 https://aclanthology.org/D18-1176/ 2018-oct-nov 1466 1477 A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images Melissa Ailem author Bowen Zhang author Aurelien Bellet author Pascal Denis author Fei Sha author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ailem-etal-2018-probabilistic 10.18653/v1/D18-1177 https://aclanthology.org/D18-1177/ 2018-oct-nov 1478 1487 Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation Murhaf Fares author Stephan Oepen author Erik Velldal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication fares-etal-2018-transfer 10.18653/v1/D18-1178 https://aclanthology.org/D18-1178/ 2018-oct-nov 1488 1498 Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E Peters author Mark Neumann author Luke Zettlemoyer author Wen-tau Yih author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication peters-etal-2018-dissecting 10.18653/v1/D18-1179 https://aclanthology.org/D18-1179/ 2018-oct-nov 1499 1509 Preposition Sense Disambiguation and Representation Hongyu Gong author Jiaqi Mu author Suma Bhat author Pramod Viswanath author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gong-etal-2018-preposition 10.18653/v1/D18-1180 https://aclanthology.org/D18-1180/ 2018-oct-nov 1510 1521 Auto-Encoding Dictionary Definitions into Consistent Word Embeddings Tom Bosc author Pascal Vincent author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bosc-vincent-2018-auto 10.18653/v1/D18-1181 https://aclanthology.org/D18-1181/ 2018-oct-nov 1522 1532 Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources Gabriel Stanovsky author Mark Hopkins author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication stanovsky-hopkins-2018-spot 10.18653/v1/D18-1182 https://aclanthology.org/D18-1182/ 2018-oct-nov 1533 1542 Neural Multitask Learning for Simile Recognition Lizhen Liu author Xiao Hu author Wei Song author Ruiji Fu author Ting Liu author Guoping Hu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-neural 10.18653/v1/D18-1183 https://aclanthology.org/D18-1183/ 2018-oct-nov 1543 1553 Structured Alignment Networks for Matching Sentences Yang Liu author Matt Gardner author Mirella Lapata author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-structured 10.18653/v1/D18-1184 https://aclanthology.org/D18-1184/ 2018-oct-nov 1554 1564 Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay author Anh Tuan Luu author Siu Cheung Hui author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tay-etal-2018-compare 10.18653/v1/D18-1185 https://aclanthology.org/D18-1185/ 2018-oct-nov 1565 1575 Convolutional Interaction Network for Natural Language Inference Jingjing Gong author Xipeng Qiu author Xinchi Chen author Dong Liang author Xuanjing Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gong-etal-2018-convolutional 10.18653/v1/D18-1186 https://aclanthology.org/D18-1186/ 2018-oct-nov 1576 1585 Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov author Chaitanya Shivade author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication 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Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhong-etal-2018-semregex 10.18653/v1/D18-1189 https://aclanthology.org/D18-1189/ 2018-oct-nov 1608 1618 Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Jonathan Herzig author Jonathan Berant author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication herzig-berant-2018-decoupling 10.18653/v1/D18-1190 https://aclanthology.org/D18-1190/ 2018-oct-nov 1619 1629 A Span Selection Model for Semantic Role Labeling Hiroki Ouchi author Hiroyuki Shindo author Yuji Matsumoto author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ouchi-etal-2018-span 10.18653/v1/D18-1191 https://aclanthology.org/D18-1191/ 2018-oct-nov 1630 1642 Mapping Language to Code in Programmatic Context Srinivasan Iyer author Ioannis Konstas author Alvin Cheung author Luke Zettlemoyer author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication iyer-etal-2018-mapping 10.18653/v1/D18-1192 https://aclanthology.org/D18-1192/ 2018-oct-nov 1643 1652 SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task Tao Yu author Michihiro Yasunaga author Kai Yang author Rui Zhang author Dongxu Wang author Zifan Li author Dragomir Radev author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yu-etal-2018-syntaxsqlnet 10.18653/v1/D18-1193 https://aclanthology.org/D18-1193/ 2018-oct-nov 1653 1663 Cross-lingual Decompositional Semantic Parsing Sheng Zhang author Xutai Ma author Rachel Rudinger author Kevin Duh author Benjamin Van Durme author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-cross 10.18653/v1/D18-1194 https://aclanthology.org/D18-1194/ 2018-oct-nov 1664 1675 Learning to Learn Semantic Parsers from Natural Language Supervision Igor Labutov author Bishan Yang author Tom Mitchell author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication labutov-etal-2018-learning 10.18653/v1/D18-1195 https://aclanthology.org/D18-1195/ 2018-oct-nov 1676 1690 DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers Jesse Dunietz author Jaime Carbonell author Lori Levin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dunietz-etal-2018-deepcx 10.18653/v1/D18-1196 https://aclanthology.org/D18-1196/ 2018-oct-nov 1691 1701 What It Takes to Achieve 100% Condition Accuracy on WikiSQL Semih Yavuz author Izzeddin Gur author Yu Su author Xifeng Yan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yavuz-etal-2018-takes 10.18653/v1/D18-1197 https://aclanthology.org/D18-1197/ 2018-oct-nov 1702 1711 Better Transition-Based AMR Parsing with a Refined Search Space Zhijiang Guo author Wei Lu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication guo-lu-2018-better 10.18653/v1/D18-1198 https://aclanthology.org/D18-1198/ 2018-oct-nov 1712 1722 Heuristically Informed Unsupervised Idiom Usage Recognition Changsheng Liu author Rebecca Hwa author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-hwa-2018-heuristically 10.18653/v1/D18-1199 https://aclanthology.org/D18-1199/ 2018-oct-nov 1723 1731 Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research Haim Dubossarsky author Eitan Grossman author Daphna Weinshall author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dubossarsky-etal-2018-coming 10.18653/v1/D18-1200 https://aclanthology.org/D18-1200/ 2018-oct-nov 1732 1740 Predicting Semantic Relations using Global Graph Properties Yuval Pinter author Jacob Eisenstein author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pinter-eisenstein-2018-predicting 10.18653/v1/D18-1201 https://aclanthology.org/D18-1201/ 2018-oct-nov 1741 1751 Learning Scalar Adjective Intensity from Paraphrases Anne Cocos author Skyler Wharton author Ellie Pavlick author Marianna Apidianaki author Chris Callison-Burch author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cocos-etal-2018-learning 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Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dasgupta-etal-2018-hyte 10.18653/v1/D18-1225 https://aclanthology.org/D18-1225/ 2018-oct-nov 2001 2011 Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin author Wei Lu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lin-lu-2018-neural 10.18653/v1/D18-1226 https://aclanthology.org/D18-1226/ 2018-oct-nov 2012 2022 Entity Linking within a Social Media Platform: A Case Study on Yelp Hongliang Dai author Yangqiu Song author Liwei Qiu author Rijia Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dai-etal-2018-entity 10.18653/v1/D18-1227 https://aclanthology.org/D18-1227/ 2018-oct-nov 2023 2032 Annotation of a Large Clinical Entity Corpus Pinal Patel author Disha Davey author Vishal Panchal author Parth Pathak author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication patel-etal-2018-annotation 10.18653/v1/D18-1228 https://aclanthology.org/D18-1228/ 2018-oct-nov 2033 2042 Visual Supervision in Bootstrapped Information Extraction Matthew Berger author Ajay Nagesh author Joshua Levine author Mihai Surdeanu author Helen Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication berger-etal-2018-visual 10.18653/v1/D18-1229 https://aclanthology.org/D18-1229/ 2018-oct-nov 2043 2053 Learning Named Entity Tagger using Domain-Specific Dictionary Jingbo Shang author Liyuan Liu author Xiaotao Gu author Xiang Ren author Teng Ren author Jiawei Han author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shang-etal-2018-learning 10.18653/v1/D18-1230 https://aclanthology.org/D18-1230/ 2018-oct-nov 2054 2064 Zero-Shot Open Entity Typing as Type-Compatible Grounding Ben Zhou author Daniel Khashabi author Chen-Tse Tsai author Dan Roth author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhou-etal-2018-zero 10.18653/v1/D18-1231 https://aclanthology.org/D18-1231/ 2018-oct-nov 2065 2076 Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu author Yuxing Peng author Furu Wei author Zhen Huang author Dongsheng Li author Nan Yang author Ming Zhou author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hu-etal-2018-attention 10.18653/v1/D18-1232 https://aclanthology.org/D18-1232/ 2018-oct-nov 2077 2086 Interpretation of Natural Language Rules in Conversational Machine Reading Marzieh Saeidi author Max Bartolo author Patrick Lewis author Sameer Singh author Tim Rocktäschel author Mike Sheldon author Guillaume Bouchard author Sebastian Riedel author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication saeidi-etal-2018-interpretation 10.18653/v1/D18-1233 https://aclanthology.org/D18-1233/ 2018-oct-nov 2087 2097 A State-transition Framework to Answer Complex Questions over Knowledge Base Sen Hu author Lei Zou author Xinbo Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hu-etal-2018-state 10.18653/v1/D18-1234 https://aclanthology.org/D18-1234/ 2018-oct-nov 2098 2108 A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension Jiahua Liu author Wan Wei author Maosong Sun author Hao Chen author Yantao Du author Dekang Lin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-multi 10.18653/v1/D18-1235 https://aclanthology.org/D18-1235/ 2018-oct-nov 2109 2118 Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain Mingming Sun author Xu Li author Ping Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sun-etal-2018-logician 10.18653/v1/D18-1236 https://aclanthology.org/D18-1236/ 2018-oct-nov 2119 2130 MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller Seohyun Back author Seunghak Yu author Sathish Reddy Indurthi author Jihie Kim author Jaegul Choo author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication back-etal-2018-memoreader 10.18653/v1/D18-1237 https://aclanthology.org/D18-1237/ 2018-oct-nov 2131 2140 Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension Yi Tay author Anh Tuan Luu author Siu Cheung Hui author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tay-etal-2018-multi 10.18653/v1/D18-1238 https://aclanthology.org/D18-1238/ 2018-oct-nov 2141 2151 Neural Compositional Denotational Semantics for Question Answering Nitish Gupta author Mike Lewis author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gupta-lewis-2018-neural 10.18653/v1/D18-1239 https://aclanthology.org/D18-1239/ 2018-oct-nov 2152 2161 Cross-Pair Text Representations for Answer Sentence Selection Kateryna Tymoshenko author Alessandro Moschitti author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tymoshenko-moschitti-2018-cross 10.18653/v1/D18-1240 https://aclanthology.org/D18-1240/ 2018-oct-nov 2162 2173 QuAC: Question Answering in Context Eunsol Choi author He He author Mohit Iyyer author Mark Yatskar author Wen-tau Yih author Yejin Choi author Percy Liang author Luke Zettlemoyer author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication choi-etal-2018-quac 10.18653/v1/D18-1241 https://aclanthology.org/D18-1241/ 2018-oct-nov 2174 2184 Knowledge Base Question Answering via Encoding of Complex Query Graphs Kangqi Luo author Fengli Lin author Xusheng Luo author Kenny Zhu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication luo-etal-2018-knowledge 10.18653/v1/D18-1242 https://aclanthology.org/D18-1242/ 2018-oct-nov 2185 2194 Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning Tianyi Liu author Xinsong Zhang author Wanhao Zhou author Weijia Jia author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-neural-relation 10.18653/v1/D18-1243 https://aclanthology.org/D18-1243/ 2018-oct-nov 2195 2204 Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang author Peng Qi author Christopher D Manning author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-graph 10.18653/v1/D18-1244 https://aclanthology.org/D18-1244/ 2018-oct-nov 2205 2215 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction Jinhua Du author Jingguang Han author Andy Way author Dadong Wan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication du-etal-2018-multi 10.18653/v1/D18-1245 https://aclanthology.org/D18-1245/ 2018-oct-nov 2216 2225 N-ary Relation Extraction using Graph-State LSTM Linfeng Song author Yue Zhang author Zhiguo Wang author Daniel Gildea author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication song-etal-2018-n 10.18653/v1/D18-1246 https://aclanthology.org/D18-1246/ 2018-oct-nov 2226 2235 Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention Xu Han author Pengfei Yu author Zhiyuan Liu author Maosong Sun author Peng Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication han-etal-2018-hierarchical 10.18653/v1/D18-1247 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editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sun-etal-2018-extracting 10.18653/v1/D18-1249 https://aclanthology.org/D18-1249/ 2018-oct-nov 2256 2265 Large-scale Exploration of Neural Relation Classification Architectures Hoang-Quynh Le author Duy-Cat Can author Sinh T Vu author Thanh Hai Dang author Mohammad Taher Pilehvar author Nigel Collier author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication le-etal-2018-large 10.18653/v1/D18-1250 https://aclanthology.org/D18-1250/ 2018-oct-nov 2266 2277 Possessors Change Over Time: A Case Study with Artworks Dhivya Chinnappa author Eduardo Blanco author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chinnappa-blanco-2018-possessors 10.18653/v1/D18-1251 https://aclanthology.org/D18-1251/ 2018-oct-nov 2278 2287 Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution Todd Shore author Gabriel Skantze author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shore-skantze-2018-using 10.18653/v1/D18-1252 https://aclanthology.org/D18-1252/ 2018-oct-nov 2288 2297 Subgoal Discovery for Hierarchical Dialogue Policy Learning Da Tang author Xiujun Li author Jianfeng Gao author Chong Wang author Lihong Li author Tony Jebara author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tang-etal-2018-subgoal 10.18653/v1/D18-1253 https://aclanthology.org/D18-1253/ 2018-oct-nov 2298 2309 Supervised Clustering of Questions into Intents for Dialog System Applications Iryna Haponchyk author Antonio Uva author Seunghak Yu author Olga Uryupina author Alessandro Moschitti author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication haponchyk-etal-2018-supervised 10.18653/v1/D18-1254 https://aclanthology.org/D18-1254/ 2018-oct-nov 2310 2321 Towards Exploiting Background Knowledge for Building Conversation Systems Nikita Moghe author Siddhartha Arora author Suman Banerjee author Mitesh M Khapra author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication moghe-etal-2018-towards 10.18653/v1/D18-1255 https://aclanthology.org/D18-1255/ 2018-oct-nov 2322 2332 Decoupling Strategy and Generation in Negotiation Dialogues He He author Derek Chen author Anusha Balakrishnan author Percy Liang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication he-etal-2018-decoupling 10.18653/v1/D18-1256 https://aclanthology.org/D18-1256/ 2018-oct-nov 2333 2343 Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie author Guokun Lai author Zihang Dai author Eduard Hovy author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xie-etal-2018-large 10.18653/v1/D18-1257 https://aclanthology.org/D18-1257/ 2018-oct-nov 2344 2356 emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari author Preethi Raghavan author Jennifer Liang author Jian Peng author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication 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A New Dataset for Open Book Question Answering Todor Mihaylov author Peter Clark author Tushar Khot author Ashish Sabharwal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mihaylov-etal-2018-suit 10.18653/v1/D18-1260 https://aclanthology.org/D18-1260/ 2018-oct-nov 2381 2391 Evaluating Theory of Mind in Question Answering Aida Nematzadeh author Kaylee Burns author Erin Grant author Alison Gopnik author Tom Griffiths author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication nematzadeh-etal-2018-evaluating 10.18653/v1/D18-1261 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stanovsky-dagan-2018-semantics 10.18653/v1/D18-1263 https://aclanthology.org/D18-1263/ 2018-oct-nov 2412 2421 An AMR Aligner Tuned by Transition-based Parser Yijia Liu author Wanxiang Che author Bo Zheng author Bing Qin author Ting Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-amr 10.18653/v1/D18-1264 https://aclanthology.org/D18-1264/ 2018-oct-nov 2422 2430 Dependency-based Hybrid Trees for Semantic Parsing Zhanming Jie author Wei Lu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jie-lu-2018-dependency 10.18653/v1/D18-1265 https://aclanthology.org/D18-1265/ 2018-oct-nov 2431 2441 Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations Dipendra Misra author Ming-Wei Chang author Xiaodong He author Wen-tau Yih author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication misra-etal-2018-policy 10.18653/v1/D18-1266 https://aclanthology.org/D18-1266/ 2018-oct-nov 2442 2452 Sentence Compression for Arbitrary Languages via Multilingual Pivoting Jonathan Mallinson author Rico Sennrich author Mirella Lapata author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mallinson-etal-2018-sentence 10.18653/v1/D18-1267 https://aclanthology.org/D18-1267/ 2018-oct-nov 2453 2464 Unsupervised Cross-lingual Transfer of Word Embedding Spaces Ruochen Xu author Yiming Yang author Naoki Otani author Yuexin Wu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-unsupervised-cross 10.18653/v1/D18-1268 https://aclanthology.org/D18-1268/ 2018-oct-nov 2465 2474 XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau author Ruty Rinott author Guillaume Lample author Adina Williams author Samuel Bowman author Holger Schwenk author Veselin Stoyanov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication conneau-etal-2018-xnli 10.18653/v1/D18-1269 https://aclanthology.org/D18-1269/ 2018-oct-nov 2475 2485 Joint Multilingual Supervision for Cross-lingual Entity Linking Shyam Upadhyay author Nitish Gupta author Dan Roth author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication upadhyay-etal-2018-joint 10.18653/v1/D18-1270 https://aclanthology.org/D18-1270/ 2018-oct-nov 2486 2495 Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition Tao Ge author Qing Dou author Heng Ji author Lei Cui author Baobao Chang author Zhifang Sui author Furu Wei author Ming Zhou author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ge-etal-2018-fine 10.18653/v1/D18-1271 https://aclanthology.org/D18-1271/ 2018-oct-nov 2496 2506 WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition Yufeng Diao author Hongfei Lin author Di Wu author Liang Yang author Kan Xu author Zhihao Yang author Jian Wang author Shaowu Zhang author Bo Xu author Dongyu Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication diao-etal-2018-weca 10.18653/v1/D18-1272 https://aclanthology.org/D18-1272/ 2018-oct-nov 2507 2516 A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check Dingmin Wang author Yan Song author Jing Li author Jialong Han author Haisong Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-hybrid 10.18653/v1/D18-1273 https://aclanthology.org/D18-1273/ 2018-oct-nov 2517 2527 Neural Quality Estimation of Grammatical Error Correction Shamil Chollampatt author Hwee Tou Ng author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chollampatt-ng-2018-neural 10.18653/v1/D18-1274 https://aclanthology.org/D18-1274/ 2018-oct-nov 2528 2539 Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging Tao Gui author Qi Zhang author Jingjing Gong author Minlong Peng author Di Liang author Keyu Ding author Xuanjing Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gui-etal-2018-transferring 10.18653/v1/D18-1275 https://aclanthology.org/D18-1275/ 2018-oct-nov 2540 2549 Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit Amrith Krishna author Bishal Santra author Sasi Prasanth Bandaru author Gaurav Sahu author Vishnu Dutt Sharma author Pavankumar Satuluri author Pawan Goyal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication krishna-etal-2018-free 10.18653/v1/D18-1276 https://aclanthology.org/D18-1276/ 2018-oct-nov 2550 2561 A Challenge Set and Methods for Noun-Verb Ambiguity Ali Elkahky author Kellie Webster author Daniel Andor author Emily Pitler author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication elkahky-etal-2018-challenge 10.18653/v1/D18-1277 https://aclanthology.org/D18-1277/ 2018-oct-nov 2562 2572 What do character-level models learn about morphology? The case of dependency parsing Clara Vania author Andreas Grivas author Adam Lopez author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication vania-etal-2018-character 10.18653/v1/D18-1278 https://aclanthology.org/D18-1278/ 2018-oct-nov 2573 2583 Learning Better Internal Structure of Words for Sequence Labeling Yingwei Xin author Ethan Hart author Vibhuti Mahajan author Jean-David Ruvini author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xin-etal-2018-learning 10.18653/v1/D18-1279 https://aclanthology.org/D18-1279/ 2018-oct-nov 2584 2593 ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection Devamanyu Hazarika author Soujanya Poria author Rada Mihalcea author Erik Cambria author Roger Zimmermann author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hazarika-etal-2018-icon 10.18653/v1/D18-1280 https://aclanthology.org/D18-1280/ 2018-oct-nov 2594 2604 Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation Ryota Hinami author Shin’ichi Satoh author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hinami-satoh-2018-discriminative 10.18653/v1/D18-1281 https://aclanthology.org/D18-1281/ 2018-oct-nov 2605 2615 Grounding Semantic Roles in Images Carina Silberer author Manfred Pinkal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication silberer-pinkal-2018-grounding 10.18653/v1/D18-1282 https://aclanthology.org/D18-1282/ 2018-oct-nov 2616 2626 Commonsense Justification for Action Explanation Shaohua Yang author Qiaozi Gao author Sari Sadiya author Joyce Chai author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yang-etal-2018-commonsense 10.18653/v1/D18-1283 https://aclanthology.org/D18-1283/ 2018-oct-nov 2627 2637 Learning Personas from Dialogue with Attentive Memory Networks Eric Chu author Prashanth Vijayaraghavan author Deb Roy author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chu-etal-2018-learning 10.18653/v1/D18-1284 https://aclanthology.org/D18-1284/ 2018-oct-nov 2638 2646 Grounding language acquisition by training semantic parsers using captioned videos Candace Ross author Andrei Barbu author Yevgeni Berzak author Battushig Myanganbayar author Boris Katz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ross-etal-2018-grounding 10.18653/v1/D18-1285 https://aclanthology.org/D18-1285/ 2018-oct-nov 2647 2656 Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation Xiaoxue Zang author Ashwini Pokle author Marynel Vázquez author Kevin Chen author Juan Carlos Niebles author Alvaro Soto author Silvio Savarese author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zang-etal-2018-translating 10.18653/v1/D18-1286 https://aclanthology.org/D18-1286/ 2018-oct-nov 2657 2666 Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction Dipendra Misra author Andrew Bennett author Valts Blukis author Eyvind Niklasson author Max Shatkhin author Yoav Artzi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication misra-etal-2018-mapping 10.18653/v1/D18-1287 https://aclanthology.org/D18-1287/ 2018-oct-nov 2667 2678 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects Cory Shain author William Schuler author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shain-schuler-2018-deconvolutional 10.18653/v1/D18-1288 https://aclanthology.org/D18-1288/ 2018-oct-nov 2679 2689 Is this Sentence Difficult? Do you Agree? Dominique Brunato author Lorenzo De Mattei author Felice Dell’Orletta author Benedetta Iavarone author Giulia Venturi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication brunato-etal-2018-sentence 10.18653/v1/D18-1289 https://aclanthology.org/D18-1289/ 2018-oct-nov 2690 2699 Neural Transition Based Parsing of Web Queries: An Entity Based Approach Rivka Malca author Roi Reichart author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication malca-reichart-2018-neural 10.18653/v1/D18-1290 https://aclanthology.org/D18-1290/ 2018-oct-nov 2700 2710 An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing Aaron Smith author Miryam de Lhoneux author Sara Stymne author Joakim Nivre author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication smith-etal-2018-investigation 10.18653/v1/D18-1291 https://aclanthology.org/D18-1291/ 2018-oct-nov 2711 2720 Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction Lifeng Jin author Finale Doshi-Velez author Timothy Miller author William Schuler author Lane Schwartz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jin-etal-2018-depth 10.18653/v1/D18-1292 https://aclanthology.org/D18-1292/ 2018-oct-nov 2721 2731 Incremental Computation of Infix Probabilities for Probabilistic Finite Automata Marco Cognetta author Yo-Sub Han author Soon Chan Kwon author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cognetta-etal-2018-incremental 10.18653/v1/D18-1293 https://aclanthology.org/D18-1293/ 2018-oct-nov 2732 2741 Syntax Encoding with Application in Authorship Attribution Richong Zhang author Zhiyuan Hu author Hongyu Guo author Yongyi Mao author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-syntax 10.18653/v1/D18-1294 https://aclanthology.org/D18-1294/ 2018-oct-nov 2742 2753 Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks Oliver Hellwig author Sebastian Nehrdich author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hellwig-nehrdich-2018-sanskrit 10.18653/v1/D18-1295 https://aclanthology.org/D18-1295/ 2018-oct-nov 2754 2763 Session-level Language Modeling for Conversational Speech Wayne Xiong author Lingfeng Wu author Jun Zhang author Andreas Stolcke author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xiong-etal-2018-session 10.18653/v1/D18-1296 https://aclanthology.org/D18-1296/ 2018-oct-nov 2764 2768 Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method Yahui Liu author Wei Bi author Jun Gao author Xiaojiang Liu author Jian Yao author Shuming Shi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-towards-less 10.18653/v1/D18-1297 https://aclanthology.org/D18-1297/ 2018-oct-nov 2769 2774 Training Millions of Personalized Dialogue Agents Pierre-Emmanuel Mazaré author Samuel Humeau author Martin Raison author Antoine Bordes author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mazare-etal-2018-training 10.18653/v1/D18-1298 https://aclanthology.org/D18-1298/ 2018-oct-nov 2775 2779 Towards Universal Dialogue State Tracking Liliang Ren author Kaige Xie author Lu Chen author Kai Yu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ren-etal-2018-towards 10.18653/v1/D18-1299 https://aclanthology.org/D18-1299/ 2018-oct-nov 2780 2786 Semantic Parsing for Task Oriented Dialog using Hierarchical Representations Sonal Gupta author Rushin Shah author Mrinal Mohit author Anuj Kumar author Mike Lewis author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gupta-etal-2018-semantic-parsing 10.18653/v1/D18-1300 https://aclanthology.org/D18-1300/ 2018-oct-nov 2787 2792 The glass ceiling in NLP Natalie Schluter author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication schluter-2018-glass 10.18653/v1/D18-1301 https://aclanthology.org/D18-1301/ 2018-oct-nov 2793 2798 Reducing Gender Bias in Abusive Language Detection Ji Ho Park author Jamin Shin author Pascale Fung author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication park-etal-2018-reducing 10.18653/v1/D18-1302 https://aclanthology.org/D18-1302/ 2018-oct-nov 2799 2804 SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories Sweta Karlekar author Mohit Bansal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication karlekar-bansal-2018-safecity 10.18653/v1/D18-1303 https://aclanthology.org/D18-1303/ 2018-oct-nov 2805 2811 Learning multiview embeddings for assessing dementia Chloé Pou-Prom author Frank Rudzicz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pou-prom-rudzicz-2018-learning 10.18653/v1/D18-1304 https://aclanthology.org/D18-1304/ 2018-oct-nov 2812 2817 WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community Yiqing Hua author Cristian Danescu-Niculescu-Mizil author Dario Taraborelli author Nithum Thain author Jeffery Sorensen author Lucas Dixon author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hua-etal-2018-wikiconv 10.18653/v1/D18-1305 https://aclanthology.org/D18-1305/ 2018-oct-nov 2818 2823 Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets Nathan Greenberg author Trapit Bansal author Patrick Verga author Andrew McCallum author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication greenberg-etal-2018-marginal 10.18653/v1/D18-1306 https://aclanthology.org/D18-1306/ 2018-oct-nov 2824 2829 Adversarial training for multi-context joint entity and relation extraction Giannis Bekoulis author Johannes Deleu author Thomas Demeester author Chris Develder author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bekoulis-etal-2018-adversarial 10.18653/v1/D18-1307 https://aclanthology.org/D18-1307/ 2018-oct-nov 2830 2836 Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding Gaurav Singh author James Thomas author Iain Marshall author John Shawe-Taylor author Byron C Wallace author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication singh-etal-2018-structured 10.18653/v1/D18-1308 https://aclanthology.org/D18-1308/ 2018-oct-nov 2837 2842 Deep Exhaustive Model for Nested Named Entity Recognition Mohammad Golam Sohrab author Makoto Miwa author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sohrab-miwa-2018-deep 10.18653/v1/D18-1309 https://aclanthology.org/D18-1309/ 2018-oct-nov 2843 2849 Evaluating the Utility of Hand-crafted Features in Sequence Labelling Minghao Wu author Fei Liu author Trevor Cohn author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wu-etal-2018-evaluating 10.18653/v1/D18-1310 https://aclanthology.org/D18-1310/ 2018-oct-nov 2850 2856 Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data Wenhui Wang author Baobao Chang author Mairgup Mansur author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-improved 10.18653/v1/D18-1311 https://aclanthology.org/D18-1311/ 2018-oct-nov 2857 2863 A Framework for Understanding the Role of Morphology in Universal Dependency Parsing Mathieu Dehouck author Pascal Denis author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dehouck-denis-2018-framework 10.18653/v1/D18-1312 https://aclanthology.org/D18-1312/ 2018-oct-nov 2864 2870 The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation Arianna Bisazza author Clara Tump author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bisazza-tump-2018-lazy 10.18653/v1/D18-1313 https://aclanthology.org/D18-1313/ 2018-oct-nov 2871 2876 Imitation Learning for Neural Morphological String Transduction Peter Makarov author Simon Clematide author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication makarov-clematide-2018-imitation 10.18653/v1/D18-1314 https://aclanthology.org/D18-1314/ 2018-oct-nov 2877 2882 An Encoder-Decoder Approach to the Paradigm Cell Filling Problem Miikka Silfverberg author Mans Hulden author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication silfverberg-hulden-2018-encoder 10.18653/v1/D18-1315 https://aclanthology.org/D18-1315/ 2018-oct-nov 2883 2889 Generating Natural Language Adversarial Examples Moustafa Alzantot author Yash Sharma author Ahmed Elgohary author Bo-Jhang Ho author Mani Srivastava author Kai-Wei Chang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication alzantot-etal-2018-generating 10.18653/v1/D18-1316 https://aclanthology.org/D18-1316/ 2018-oct-nov 2890 2896 Multi-Head Attention with Disagreement Regularization Jian Li author Zhaopeng Tu author Baosong Yang author Michael R Lyu author Tong Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-multi-head 10.18653/v1/D18-1317 https://aclanthology.org/D18-1317/ 2018-oct-nov 2897 2903 Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aditya Siddhant author Zachary C Lipton author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication siddhant-lipton-2018-deep 10.18653/v1/D18-1318 https://aclanthology.org/D18-1318/ 2018-oct-nov 2904 2909 Bayesian Compression for Natural Language Processing Nadezhda Chirkova author Ekaterina Lobacheva author Dmitry Vetrov author 2018-oct-nov text Proceedings of the 2018 Conference on 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Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication huang-zhao-2018-chinese 10.18653/v1/D18-1321 https://aclanthology.org/D18-1321/ 2018-oct-nov 2923 2929 Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models Thanapon Noraset author Doug Downey author Lidong Bing author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication noraset-etal-2018-estimating 10.18653/v1/D18-1322 https://aclanthology.org/D18-1322/ 2018-oct-nov 2930 2935 How to represent a word and predict it, too: Improving tied architectures for language modelling Kristina Gulordava author Laura Aina author Gemma Boleda author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gulordava-etal-2018-represent 10.18653/v1/D18-1323 https://aclanthology.org/D18-1323/ 2018-oct-nov 2936 2941 The Importance of Generation Order in Language Modeling Nicolas Ford author Daniel Duckworth author Mohammad Norouzi author George Dahl author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ford-etal-2018-importance 10.18653/v1/D18-1324 https://aclanthology.org/D18-1324/ 2018-oct-nov 2942 2946 Document-Level Neural Machine Translation with Hierarchical Attention Networks Lesly Miculicich author Dhananjay Ram author Nikolaos Pappas author James Henderson author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication miculicich-etal-2018-document 10.18653/v1/D18-1325 https://aclanthology.org/D18-1325/ 2018-oct-nov 2947 2954 Three Strategies to Improve One-to-Many Multilingual Translation Yining Wang author Jiajun Zhang author Feifei Zhai author Jingfang Xu author Chengqing Zong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-three 10.18653/v1/D18-1326 https://aclanthology.org/D18-1326/ 2018-oct-nov 2955 2960 Multi-Source Syntactic Neural Machine Translation Anna Currey author Kenneth Heafield author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication currey-heafield-2018-multi 10.18653/v1/D18-1327 https://aclanthology.org/D18-1327/ 2018-oct-nov 2961 2966 Fixing Translation Divergences in Parallel Corpora for Neural MT MinhQuang Pham author Josep Crego author Jean Senellart author François Yvon author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pham-etal-2018-fixing 10.18653/v1/D18-1328 https://aclanthology.org/D18-1328/ 2018-oct-nov 2967 2973 Adversarial Evaluation of Multimodal Machine Translation Desmond Elliott author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication elliott-2018-adversarial 10.18653/v1/D18-1329 https://aclanthology.org/D18-1329/ 2018-oct-nov 2974 2978 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin author Piotr Bojanowski author Tomas Mikolov author Hervé Jégou author Edouard Grave author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication joulin-etal-2018-loss 10.18653/v1/D18-1330 https://aclanthology.org/D18-1330/ 2018-oct-nov 2979 2984 Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation Junyang Lin author Xu Sun author Xuancheng Ren author Muyu Li author Qi Su author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lin-etal-2018-learning 10.18653/v1/D18-1331 https://aclanthology.org/D18-1331/ 2018-oct-nov 2985 2990 Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation Nikolay Bogoychev author Kenneth Heafield author Alham Fikri Aji author Marcin Junczys-Dowmunt author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bogoychev-etal-2018-accelerating 10.18653/v1/D18-1332 https://aclanthology.org/D18-1332/ 2018-oct-nov 2991 2996 Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism Longyue Wang author Zhaopeng Tu author Andy Way author Qun Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-learning 10.18653/v1/D18-1333 https://aclanthology.org/D18-1333/ 2018-oct-nov 2997 3002 Getting Gender Right in Neural Machine Translation Eva Vanmassenhove author Christian Hardmeier author Andy Way author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication vanmassenhove-etal-2018-getting 10.18653/v1/D18-1334 https://aclanthology.org/D18-1334/ 2018-oct-nov 3003 3008 Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation Parnia Bahar author Christopher Brix author Hermann Ney author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bahar-etal-2018-towards 10.18653/v1/D18-1335 https://aclanthology.org/D18-1335/ 2018-oct-nov 3009 3015 End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification Jindřich Libovický author Jindřich Helcl author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication libovicky-helcl-2018-end 10.18653/v1/D18-1336 https://aclanthology.org/D18-1336/ 2018-oct-nov 3016 3021 Prediction Improves Simultaneous Neural Machine Translation Ashkan Alinejad author Maryam Siahbani author Anoop Sarkar author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication alinejad-etal-2018-prediction 10.18653/v1/D18-1337 https://aclanthology.org/D18-1337/ 2018-oct-nov 3022 3027 Training Deeper Neural Machine Translation Models with Transparent Attention Ankur Bapna author Mia Chen author Orhan Firat author Yuan Cao author Yonghui Wu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bapna-etal-2018-training 10.18653/v1/D18-1338 https://aclanthology.org/D18-1338/ 2018-oct-nov 3028 3033 Context and Copying in Neural Machine Translation Rebecca Knowles author Philipp Koehn author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication knowles-koehn-2018-context 10.18653/v1/D18-1339 https://aclanthology.org/D18-1339/ 2018-oct-nov 3034 3041 Encoding Gated Translation Memory into Neural Machine Translation Qian Cao author Deyi Xiong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cao-xiong-2018-encoding 10.18653/v1/D18-1340 https://aclanthology.org/D18-1340/ 2018-oct-nov 3042 3047 Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach Thuy-Trang Vu author Gholamreza Haffari author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication vu-haffari-2018-automatic 10.18653/v1/D18-1341 https://aclanthology.org/D18-1341/ 2018-oct-nov 3048 3053 Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation Yilin Yang author Liang Huang author Mingbo Ma author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yang-etal-2018-breaking 10.18653/v1/D18-1342 https://aclanthology.org/D18-1342/ 2018-oct-nov 3054 3059 Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing Yadollah Yaghoobzadeh author Hinrich Schütze author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yaghoobzadeh-schutze-2018-multi 10.18653/v1/D18-1343 https://aclanthology.org/D18-1343/ 2018-oct-nov 3060 3066 Word Embeddings for Code-Mixed Language Processing Adithya Pratapa author Monojit Choudhury author Sunayana Sitaram author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pratapa-etal-2018-word 10.18653/v1/D18-1344 https://aclanthology.org/D18-1344/ 2018-oct-nov 3067 3072 On the Strength of Character Language Models for Multilingual Named Entity Recognition Xiaodong Yu author Stephen Mayhew author Mark Sammons author Dan Roth author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yu-etal-2018-strength 10.18653/v1/D18-1345 https://aclanthology.org/D18-1345/ 2018-oct-nov 3073 3077 Code-switched Language Models Using Dual RNNs and Same-Source Pretraining Saurabh Garg author Tanmay Parekh author Preethi Jyothi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication garg-etal-2018-code 10.18653/v1/D18-1346 https://aclanthology.org/D18-1346/ 2018-oct-nov 3078 3083 Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification Kelsey Ball author Dan Garrette author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ball-garrette-2018-part 10.18653/v1/D18-1347 https://aclanthology.org/D18-1347/ 2018-oct-nov 3084 3089 Zero-shot User Intent Detection via Capsule Neural Networks Congying Xia author Chenwei Zhang author Xiaohui Yan author Yi Chang author Philip Yu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xia-etal-2018-zero 10.18653/v1/D18-1348 https://aclanthology.org/D18-1348/ 2018-oct-nov 3090 3099 Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts Di Jin author Peter Szolovits author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jin-szolovits-2018-hierarchical 10.18653/v1/D18-1349 https://aclanthology.org/D18-1349/ 2018-oct-nov 3100 3109 Investigating Capsule Networks with Dynamic Routing for Text Classification Wei Zhao author Jianbo Ye author Min Yang author Zeyang Lei author Suofei Zhang author Zhou Zhao author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhao-etal-2018-investigating 10.18653/v1/D18-1350 https://aclanthology.org/D18-1350/ 2018-oct-nov 3110 3119 Topic Memory Networks for Short Text Classification Jichuan Zeng author Jing Li author Yan Song author Cuiyun Gao author Michael R Lyu author Irwin King author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zeng-etal-2018-topic 10.18653/v1/D18-1351 https://aclanthology.org/D18-1351/ 2018-oct-nov 3120 3131 Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces Anthony Rios author Ramakanth Kavuluru author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rios-kavuluru-2018-shot 10.18653/v1/D18-1352 https://aclanthology.org/D18-1352/ 2018-oct-nov 3132 3142 Automatic Poetry Generation with Mutual Reinforcement Learning Xiaoyuan Yi author Maosong Sun author Ruoyu Li author Wenhao Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yi-etal-2018-automatic 10.18653/v1/D18-1353 https://aclanthology.org/D18-1353/ 2018-oct-nov 3143 3153 Variational Autoregressive Decoder for Neural Response Generation Jiachen Du author Wenjie Li author Yulan He author Ruifeng Xu author Lidong Bing author Xuan Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication du-etal-2018-variational 10.18653/v1/D18-1354 https://aclanthology.org/D18-1354/ 2018-oct-nov 3154 3163 Integrating Transformer and Paraphrase Rules for Sentence Simplification Sanqiang Zhao author Rui Meng author Daqing He author Andi Saptono author Bambang Parmanto author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhao-etal-2018-integrating 10.18653/v1/D18-1355 https://aclanthology.org/D18-1355/ 2018-oct-nov 3164 3173 Learning Neural Templates for Text Generation Sam Wiseman author Stuart Shieber author Alexander Rush author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wiseman-etal-2018-learning 10.18653/v1/D18-1356 https://aclanthology.org/D18-1356/ 2018-oct-nov 3174 3187 Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation Renjie Zheng author Mingbo Ma author Liang Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zheng-etal-2018-multi 10.18653/v1/D18-1357 https://aclanthology.org/D18-1357/ 2018-oct-nov 3188 3197 Knowledge Graph Embedding with Hierarchical Relation Structure Zhao Zhang author Fuzhen Zhuang author Meng Qu author Fen Lin author Qing He author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-knowledge 10.18653/v1/D18-1358 https://aclanthology.org/D18-1358/ 2018-oct-nov 3198 3207 Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour author Liyan Chen author Sameer Singh author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pezeshkpour-etal-2018-embedding 10.18653/v1/D18-1359 https://aclanthology.org/D18-1359/ 2018-oct-nov 3208 3218 Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan author Luheng He author Mari Ostendorf author Hannaneh Hajishirzi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication luan-etal-2018-multi 10.18653/v1/D18-1360 https://aclanthology.org/D18-1360/ 2018-oct-nov 3219 3232 Playing 20 Question Game with Policy-Based Reinforcement Learning Huang Hu author Xianchao Wu author Bingfeng Luo author Chongyang Tao author Can Xu author Wei Wu author Zhan Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hu-etal-2018-playing 10.18653/v1/D18-1361 https://aclanthology.org/D18-1361/ 2018-oct-nov 3233 3242 Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Victoria Lin author Richard Socher author Caiming Xiong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lin-etal-2018-multi 10.18653/v1/D18-1362 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Fréderic Godin author Kris Demuynck author Joni Dambre author Wesley De Neve author Thomas Demeester author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication godin-etal-2018-explaining 10.18653/v1/D18-1365 https://aclanthology.org/D18-1365/ 2018-oct-nov 3275 3284 Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations Aditi Chaudhary author Chunting Zhou author Lori Levin author Graham Neubig author David R Mortensen author Jaime Carbonell author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chaudhary-etal-2018-adapting 10.18653/v1/D18-1366 https://aclanthology.org/D18-1366/ 2018-oct-nov 3285 3295 A Computational Exploration of Exaggeration Enrica Troiano author Carlo Strapparava author Gözde Özbal author Serra Sinem Tekiroğlu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication troiano-etal-2018-computational 10.18653/v1/D18-1367 https://aclanthology.org/D18-1367/ 2018-oct-nov 3296 3304 Building Context-aware Clause Representations for Situation Entity Type Classification Zeyu Dai author Ruihong Huang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dai-huang-2018-building 10.18653/v1/D18-1368 https://aclanthology.org/D18-1368/ 2018-oct-nov 3305 3315 Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain Yeon Seonwoo author Alice Oh author Sungjoon Park author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication seonwoo-etal-2018-hierarchical 10.18653/v1/D18-1369 https://aclanthology.org/D18-1369/ 2018-oct-nov 3316 3325 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models Anne Lauscher author Goran Glavaš author Simone Paolo Ponzetto author Kai Eckert author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lauscher-etal-2018-investigating 10.18653/v1/D18-1370 https://aclanthology.org/D18-1370/ 2018-oct-nov 3326 3338 Neural Ranking Models for Temporal Dependency Structure Parsing Yuchen Zhang author Nianwen Xue author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-xue-2018-neural 10.18653/v1/D18-1371 https://aclanthology.org/D18-1371/ 2018-oct-nov 3339 3349 Causal Explanation Analysis on Social Media Youngseo Son author Nipun Bayas author H Andrew Schwartz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication son-etal-2018-causal 10.18653/v1/D18-1372 https://aclanthology.org/D18-1372/ 2018-oct-nov 3350 3359 LRMM: Learning to Recommend with Missing Modalities Cheng Wang author Mathias Niepert author Hui Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-lrmm 10.18653/v1/D18-1373 https://aclanthology.org/D18-1373/ 2018-oct-nov 3360 3370 Content Explorer: Recommending Novel Entities for a Document Writer Michal Lukasik author Richard Zens author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lukasik-zens-2018-content 10.18653/v1/D18-1374 https://aclanthology.org/D18-1374/ 2018-oct-nov 3371 3380 A Genre-Aware Attention Model to Improve the Likability Prediction of Books Suraj Maharjan author Manuel Montes author Fabio A González author Thamar Solorio author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication maharjan-etal-2018-genre 10.18653/v1/D18-1375 https://aclanthology.org/D18-1375/ 2018-oct-nov 3381 3391 Thread Popularity Prediction and Tracking with a Permutation-invariant Model Hou Pong Chan author Irwin King author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chan-king-2018-thread 10.18653/v1/D18-1376 https://aclanthology.org/D18-1376/ 2018-oct-nov 3392 3401 IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis Navonil Majumder author Soujanya Poria author Alexander Gelbukh author Md. Shad Akhtar author Erik Cambria author Asif Ekbal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication majumder-etal-2018-iarm 10.18653/v1/D18-1377 https://aclanthology.org/D18-1377/ 2018-oct-nov 3402 3411 Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations Zhe Zhang author Munindar Singh author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-singh-2018-limbic 10.18653/v1/D18-1378 https://aclanthology.org/D18-1378/ 2018-oct-nov 3412 3422 An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking Yang Yang author Deyu Zhou author Yulan He author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yang-etal-2018-interpretable 10.18653/v1/D18-1379 https://aclanthology.org/D18-1379/ 2018-oct-nov 3423 3432 Multi-grained Attention Network for Aspect-Level Sentiment Classification Feifan Fan author Yansong Feng author Dongyan Zhao author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication fan-etal-2018-multi 10.18653/v1/D18-1380 https://aclanthology.org/D18-1380/ 2018-oct-nov 3433 3442 Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification Yi Tay author Anh Tuan Luu author Siu Cheung Hui author Jian Su author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tay-etal-2018-attentive 10.18653/v1/D18-1381 https://aclanthology.org/D18-1381/ 2018-oct-nov 3443 3453 Contextual Inter-modal Attention for Multi-modal Sentiment Analysis Deepanway Ghosal author Md Shad Akhtar author Dushyant Chauhan author Soujanya Poria author Asif Ekbal author Pushpak Bhattacharyya author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ghosal-etal-2018-contextual 10.18653/v1/D18-1382 https://aclanthology.org/D18-1382/ 2018-oct-nov 3454 3466 Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification Ruidan He author Wee Sun Lee author Hwee Tou Ng author Daniel Dahlmeier author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication he-etal-2018-adaptive 10.18653/v1/D18-1383 https://aclanthology.org/D18-1383/ 2018-oct-nov 3467 3476 ExtRA: Extracting Prominent Review Aspects from Customer Feedback Zhiyi Luo author Shanshan Huang author Frank F Xu author Bill Yuchen Lin author Hanyuan Shi author Kenny Zhu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication luo-etal-2018-extra 10.18653/v1/D18-1384 https://aclanthology.org/D18-1384/ 2018-oct-nov 3477 3486 Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content Weiming Wen author Songwen Su author Zhou Yu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wen-etal-2018-cross 10.18653/v1/D18-1385 https://aclanthology.org/D18-1385/ 2018-oct-nov 3487 3496 Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts Samuel Carton author Qiaozhu Mei author Paul Resnick author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication carton-etal-2018-extractive 10.18653/v1/D18-1386 https://aclanthology.org/D18-1386/ 2018-oct-nov 3497 3507 Automatic Detection of Vague Words and Sentences in Privacy Policies Logan Lebanoff author Fei Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lebanoff-liu-2018-automatic 10.18653/v1/D18-1387 https://aclanthology.org/D18-1387/ 2018-oct-nov 3508 3517 Multi-view Models for Political Ideology Detection of News Articles Vivek Kulkarni author Junting Ye author Steve Skiena author William Yang Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kulkarni-etal-2018-multi 10.18653/v1/D18-1388 https://aclanthology.org/D18-1388/ 2018-oct-nov 3518 3527 Predicting Factuality of Reporting and Bias of News Media Sources Ramy Baly author Georgi Karadzhov author Dimitar Alexandrov author James Glass author Preslav Nakov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication baly-etal-2018-predicting 10.18653/v1/D18-1389 https://aclanthology.org/D18-1389/ 2018-oct-nov 3528 3539 Legal Judgment Prediction via Topological Learning Haoxi Zhong author Zhipeng Guo author Cunchao Tu author Chaojun Xiao author Zhiyuan Liu author Maosong Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhong-etal-2018-legal 10.18653/v1/D18-1390 https://aclanthology.org/D18-1390/ 2018-oct-nov 3540 3549 Hierarchical CVAE for Fine-Grained Hate Speech Classification Jing Qian author Mai ElSherief author Elizabeth Belding author William Yang Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication qian-etal-2018-hierarchical 10.18653/v1/D18-1391 https://aclanthology.org/D18-1391/ 2018-oct-nov 3550 3559 Residualized Factor Adaptation for Community Social Media Prediction Tasks Mohammadzaman Zamani author H Andrew Schwartz author Veronica Lynn author Salvatore Giorgi author Niranjan Balasubramanian author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zamani-etal-2018-residualized 10.18653/v1/D18-1392 https://aclanthology.org/D18-1392/ 2018-oct-nov 3560 3569 Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies Anjalie Field author Doron Kliger author Shuly Wintner author Jennifer Pan author Dan Jurafsky author Yulia Tsvetkov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication field-etal-2018-framing 10.18653/v1/D18-1393 https://aclanthology.org/D18-1393/ 2018-oct-nov 3570 3580 Identifying the sentiment styles of YouTube’s vloggers Bennett Kleinberg author Maximilian Mozes author Isabelle van der Vegt author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kleinberg-etal-2018-identifying 10.18653/v1/D18-1394 https://aclanthology.org/D18-1394/ 2018-oct-nov 3581 3590 Native Language Identification with User Generated Content Gili Goldin author Ella Rabinovich author Shuly Wintner author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication goldin-etal-2018-native 10.18653/v1/D18-1395 https://aclanthology.org/D18-1395/ 2018-oct-nov 3591 3601 Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter Lijun Wu author Xu Tan author Di He author Fei Tian author Tao Qin author Jianhuang Lai author Tie-Yan Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wu-etal-2018-beyond 10.18653/v1/D18-1396 https://aclanthology.org/D18-1396/ 2018-oct-nov 3602 3611 A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu author Fei Tian author Tao Qin author Jianhuang Lai author Tie-Yan Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wu-etal-2018-study 10.18653/v1/D18-1397 https://aclanthology.org/D18-1397/ 2018-oct-nov 3612 3621 Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu author Yong Wang author Yun Chen author Victor O K Li author Kyunghyun Cho author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gu-etal-2018-meta 10.18653/v1/D18-1398 https://aclanthology.org/D18-1398/ 2018-oct-nov 3622 3631 Unsupervised Statistical Machine Translation Mikel Artetxe author Gorka Labaka author Eneko Agirre author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication artetxe-etal-2018-unsupervised 10.18653/v1/D18-1399 https://aclanthology.org/D18-1399/ 2018-oct-nov 3632 3642 A Visual Attention Grounding Neural Model for Multimodal Machine Translation Mingyang Zhou author Runxiang Cheng author Yong Jae Lee author Zhou Yu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhou-etal-2018-visual 10.18653/v1/D18-1400 https://aclanthology.org/D18-1400/ 2018-oct-nov 3643 3653 Sentiment Classification towards Question-Answering with Hierarchical Matching Network Chenlin Shen author Changlong Sun author Jingjing Wang author Yangyang Kang author Shoushan Li author Xiaozhong Liu author Luo Si author Min Zhang author Guodong Zhou author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shen-etal-2018-sentiment 10.18653/v1/D18-1401 https://aclanthology.org/D18-1401/ 2018-oct-nov 3654 3663 Cross-topic Argument Mining from Heterogeneous Sources Christian Stab author Tristan Miller author Benjamin Schiller author Pranav Rai author Iryna Gurevych author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication stab-etal-2018-cross 10.18653/v1/D18-1402 https://aclanthology.org/D18-1402/ 2018-oct-nov 3664 3674 Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised Stefanos Angelidis author Mirella Lapata author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication angelidis-lapata-2018-summarizing 10.18653/v1/D18-1403 https://aclanthology.org/D18-1403/ 2018-oct-nov 3675 3686 CARER: Contextualized Affect Representations for Emotion Recognition Elvis Saravia author Hsien-Chi Toby Liu author Yen-Hao Huang author Junlin Wu author Yi-Shin Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication saravia-etal-2018-carer 10.18653/v1/D18-1404 https://aclanthology.org/D18-1404/ 2018-oct-nov 3687 3697 Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency Zhuang Ma author Michael Collins author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ma-collins-2018-noise 10.18653/v1/D18-1405 https://aclanthology.org/D18-1405/ 2018-oct-nov 3698 3707 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization Semih Yavuz author Chung-Cheng Chiu author Patrick Nguyen author Yonghui Wu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yavuz-etal-2018-calcs 10.18653/v1/D18-1406 https://aclanthology.org/D18-1406/ 2018-oct-nov 3708 3718 Pathologies of Neural Models Make Interpretations Difficult Shi Feng author Eric Wallace author Alvin Grissom II author Mohit Iyyer author Pedro Rodriguez author Jordan Boyd-Graber author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication feng-etal-2018-pathologies 10.18653/v1/D18-1407 https://aclanthology.org/D18-1407/ 2018-oct-nov 3719 3728 Phrase-level Self-Attention Networks for Universal Sentence Encoding Wei Wu author Houfeng Wang author Tianyu Liu author Shuming Ma author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wu-etal-2018-phrase 10.18653/v1/D18-1408 https://aclanthology.org/D18-1408/ 2018-oct-nov 3729 3738 BanditSum: Extractive Summarization as a Contextual Bandit Yue Dong author Yikang Shen author Eric Crawford author Herke van Hoof author Jackie Chi Kit Cheung author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dong-etal-2018-banditsum 10.18653/v1/D18-1409 https://aclanthology.org/D18-1409/ 2018-oct-nov 3739 3748 A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification Mounica Maddela author Wei Xu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication maddela-xu-2018-word 10.18653/v1/D18-1410 https://aclanthology.org/D18-1410/ 2018-oct-nov 3749 3760 Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data Guanghui Qin author Jin-Ge Yao author Xuening Wang author Jinpeng Wang author Chin-Yew Lin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication qin-etal-2018-learning 10.18653/v1/D18-1411 https://aclanthology.org/D18-1411/ 2018-oct-nov 3761 3771 Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta author Sam Thomson author Kenton Lee author Luke Zettlemoyer author Chris Dyer author Noah A Smith author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication swayamdipta-etal-2018-syntactic 10.18653/v1/D18-1412 https://aclanthology.org/D18-1412/ 2018-oct-nov 3772 3782 Hierarchical Quantized Representations for Script Generation Noah Weber author Leena Shekhar author Niranjan Balasubramanian author Nathanael Chambers author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication weber-etal-2018-hierarchical 10.18653/v1/D18-1413 https://aclanthology.org/D18-1413/ 2018-oct-nov 3783 3792 Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data Zi Lin author Yuguang Duan author Yuanyuan Zhao author Weiwei Sun author Xiaojun Wan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lin-etal-2018-semantic 10.18653/v1/D18-1414 https://aclanthology.org/D18-1414/ 2018-oct-nov 3793 3802 A Teacher-Student Framework for Maintainable Dialog Manager Weikang Wang author Jiajun Zhang author Han Zhang author Mei-Yuh Hwang author Chengqing Zong author Zhifei Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-teacher 10.18653/v1/D18-1415 https://aclanthology.org/D18-1415/ 2018-oct-nov 3803 3812 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning Shang-Yu Su author Xiujun Li author Jianfeng Gao author Jingjing Liu author Yun-Nung Chen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication su-etal-2018-discriminative 10.18653/v1/D18-1416 https://aclanthology.org/D18-1416/ 2018-oct-nov 3813 3823 A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding Changliang Li author Liang Li author Ji Qi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-self 10.18653/v1/D18-1417 https://aclanthology.org/D18-1417/ 2018-oct-nov 3824 3833 Learning End-to-End Goal-Oriented Dialog with Multiple Answers Janarthanan Rajendran author Jatin Ganhotra author Satinder Singh author Lazaros Polymenakos author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rajendran-etal-2018-learning 10.18653/v1/D18-1418 https://aclanthology.org/D18-1418/ 2018-oct-nov 3834 3843 AirDialogue: An Environment for Goal-Oriented Dialogue Research Wei Wei author Quoc Le author Andrew Dai author Jia Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wei-etal-2018-airdialogue 10.18653/v1/D18-1419 https://aclanthology.org/D18-1419/ 2018-oct-nov 3844 3854 QuaSE: Sequence Editing under Quantifiable Guidance Yi Liao author Lidong Bing author Piji Li author Shuming Shi author Wai Lam author Tong Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liao-etal-2018-quase 10.18653/v1/D18-1420 https://aclanthology.org/D18-1420/ 2018-oct-nov 3855 3864 Paraphrase Generation with Deep Reinforcement Learning Zichao Li author Xin Jiang author Lifeng Shang author Hang Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-paraphrase 10.18653/v1/D18-1421 https://aclanthology.org/D18-1421/ 2018-oct-nov 3865 3878 Operation-guided Neural Networks for High Fidelity Data-To-Text Generation Feng Nie author Jinpeng Wang author Jin-Ge Yao author Rong Pan author Chin-Yew Lin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication nie-etal-2018-operation 10.18653/v1/D18-1422 https://aclanthology.org/D18-1422/ 2018-oct-nov 3879 3889 Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training Juntao Li author Yan Song author Haisong Zhang author Dongmin Chen author Shuming Shi author Dongyan Zhao author Rui Yan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-generating-classical 10.18653/v1/D18-1423 https://aclanthology.org/D18-1423/ 2018-oct-nov 3890 3900 Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks Yao Zhao author Xiaochuan Ni author Yuanyuan Ding author Qifa Ke author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhao-etal-2018-paragraph 10.18653/v1/D18-1424 https://aclanthology.org/D18-1424/ 2018-oct-nov 3901 3910 Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu author Rui Zhang author Kai Yang author Michihiro Yasunaga author Dongxu Wang author Zifan Li author James Ma author Irene Li author Qingning Yao author Shanelle Roman author Zilin Zhang author Dragomir Radev author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yu-etal-2018-spider 10.18653/v1/D18-1425 https://aclanthology.org/D18-1425/ 2018-oct-nov 3911 3921 Unsupervised Natural Language Generation with Denoising Autoencoders Markus Freitag author Scott Roy author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication freitag-roy-2018-unsupervised 10.18653/v1/D18-1426 https://aclanthology.org/D18-1426/ 2018-oct-nov 3922 3929 Answer-focused and Position-aware Neural Question Generation Xingwu Sun author Jing Liu author Yajuan Lyu author Wei He author Yanjun Ma author Shi Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sun-etal-2018-answer 10.18653/v1/D18-1427 https://aclanthology.org/D18-1427/ 2018-oct-nov 3930 3939 Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation Jingjing Xu author Xuancheng Ren author Junyang Lin author Xu Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-diversity 10.18653/v1/D18-1428 https://aclanthology.org/D18-1428/ 2018-oct-nov 3940 3949 Towards a Better Metric for Evaluating Question Generation Systems Preksha Nema author Mitesh M Khapra author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication nema-khapra-2018-towards 10.18653/v1/D18-1429 https://aclanthology.org/D18-1429/ 2018-oct-nov 3950 3959 Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement Cheng Yang author Maosong Sun author Xiaoyuan Yi author Wenhao Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yang-etal-2018-stylistic 10.18653/v1/D18-1430 https://aclanthology.org/D18-1430/ 2018-oct-nov 3960 3969 Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints Ashutosh Baheti author Alan Ritter author Jiwei Li author Bill Dolan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication baheti-etal-2018-generating 10.18653/v1/D18-1431 https://aclanthology.org/D18-1431/ 2018-oct-nov 3970 3980 Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity Xinnuo Xu author Ondřej Dušek author Ioannis Konstas author Verena Rieser author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-better 10.18653/v1/D18-1432 https://aclanthology.org/D18-1432/ 2018-oct-nov 3981 3991 Incorporating Background Knowledge into Video Description Generation Spencer Whitehead author Heng Ji author Mohit Bansal author Shih-Fu Chang author Clare Voss author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication whitehead-etal-2018-incorporating 10.18653/v1/D18-1433 https://aclanthology.org/D18-1433/ 2018-oct-nov 3992 4001 Multimodal Differential Network for Visual Question Generation Badri Narayana Patro author Sandeep Kumar author Vinod Kumar Kurmi author Vinay Namboodiri author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication patro-etal-2018-multimodal 10.18653/v1/D18-1434 https://aclanthology.org/D18-1434/ 2018-oct-nov 4002 4012 Entity-aware Image Caption Generation Di Lu author Spencer Whitehead author Lifu Huang author Heng Ji author Shih-Fu Chang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lu-etal-2018-entity 10.18653/v1/D18-1435 https://aclanthology.org/D18-1435/ 2018-oct-nov 4013 4023 Learning to Describe Differences Between Pairs of Similar Images Harsh Jhamtani author Taylor Berg-Kirkpatrick author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jhamtani-berg-kirkpatrick-2018-learning 10.18653/v1/D18-1436 https://aclanthology.org/D18-1436/ 2018-oct-nov 4024 4034 Object Hallucination in Image Captioning Anna Rohrbach author Lisa Anne Hendricks author Kaylee Burns author Trevor Darrell author Kate Saenko author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rohrbach-etal-2018-object 10.18653/v1/D18-1437 https://aclanthology.org/D18-1437/ 2018-oct-nov 4035 4045 Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN Jingqiang Chen author Hai Zhuge author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-zhuge-2018-abstractive 10.18653/v1/D18-1438 https://aclanthology.org/D18-1438/ 2018-oct-nov 4046 4056 Keyphrase Generation with Correlation Constraints Jun Chen author Xiaoming Zhang author Yu Wu author Zhao Yan author Zhoujun Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-keyphrase 10.18653/v1/D18-1439 https://aclanthology.org/D18-1439/ 2018-oct-nov 4057 4066 Closed-Book Training to Improve Summarization Encoder Memory Yichen Jiang author Mohit Bansal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jiang-bansal-2018-closed 10.18653/v1/D18-1440 https://aclanthology.org/D18-1440/ 2018-oct-nov 4067 4077 Improving Neural Abstractive Document Summarization with Structural Regularization Wei Li author Xinyan Xiao author Yajuan Lyu author Yuanzhuo Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-improving-neural 10.18653/v1/D18-1441 https://aclanthology.org/D18-1441/ 2018-oct-nov 4078 4087 Iterative Document Representation Learning Towards Summarization with Polishing Xiuying Chen author Shen Gao author Chongyang Tao author Yan Song author Dongyan Zhao author Rui Yan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-iterative 10.18653/v1/D18-1442 https://aclanthology.org/D18-1442/ 2018-oct-nov 4088 4097 Bottom-Up Abstractive Summarization Sebastian Gehrmann author Yuntian Deng author Alexander Rush author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gehrmann-etal-2018-bottom 10.18653/v1/D18-1443 https://aclanthology.org/D18-1443/ 2018-oct-nov 4098 4109 Controlling Length in Abstractive Summarization Using a Convolutional Neural Network Yizhu Liu author Zhiyi Luo author Kenny Zhu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication liu-etal-2018-controlling 10.18653/v1/D18-1444 https://aclanthology.org/D18-1444/ 2018-oct-nov 4110 4119 APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Yang Gao author Christian M Meyer author Iryna Gurevych author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gao-etal-2018-april 10.18653/v1/D18-1445 https://aclanthology.org/D18-1445/ 2018-oct-nov 4120 4130 Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff author Kaiqiang Song author Fei Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lebanoff-etal-2018-adapting 10.18653/v1/D18-1446 https://aclanthology.org/D18-1446/ 2018-oct-nov 4131 4141 Semi-Supervised Learning for Neural Keyphrase Generation Hai Ye author Lu Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ye-wang-2018-semi 10.18653/v1/D18-1447 https://aclanthology.org/D18-1447/ 2018-oct-nov 4142 4153 MSMO: Multimodal Summarization with Multimodal Output Junnan Zhu author Haoran Li author Tianshang Liu author Yu Zhou author Jiajun Zhang author Chengqing Zong author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhu-etal-2018-msmo 10.18653/v1/D18-1448 https://aclanthology.org/D18-1448/ 2018-oct-nov 4154 4164 Frustratingly Easy Model Ensemble for Abstractive Summarization Hayato Kobayashi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kobayashi-2018-frustratingly 10.18653/v1/D18-1449 https://aclanthology.org/D18-1449/ 2018-oct-nov 4165 4176 Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries Tsutomu Hirao author Hidetaka Kamigaito author Masaaki Nagata author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hirao-etal-2018-automatic 10.18653/v1/D18-1450 https://aclanthology.org/D18-1450/ 2018-oct-nov 4177 4186 Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yaushian Wang author Hung-Yi Lee author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-lee-2018-learning 10.18653/v1/D18-1451 https://aclanthology.org/D18-1451/ 2018-oct-nov 4187 4195 Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings Shafiq Joty author Lluís Màrquez author Preslav Nakov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication joty-etal-2018-joint 10.18653/v1/D18-1452 https://aclanthology.org/D18-1452/ 2018-oct-nov 4196 4207 What Makes Reading Comprehension Questions Easier? Saku Sugawara author Kentaro Inui author Satoshi Sekine author Akiko Aizawa author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sugawara-etal-2018-makes 10.18653/v1/D18-1453 https://aclanthology.org/D18-1453/ 2018-oct-nov 4208 4219 Commonsense for Generative Multi-Hop Question Answering Tasks Lisa Bauer author Yicheng Wang author Mohit Bansal author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication bauer-etal-2018-commonsense 10.18653/v1/D18-1454 https://aclanthology.org/D18-1454/ 2018-oct-nov 4220 4230 Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text Haitian Sun author Bhuwan Dhingra author Manzil Zaheer author Kathryn Mazaitis author Ruslan Salakhutdinov author William Cohen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sun-etal-2018-open 10.18653/v1/D18-1455 https://aclanthology.org/D18-1455/ 2018-oct-nov 4231 4242 A Nil-Aware Answer Extraction Framework for Question Answering Souvik Kundu author Hwee Tou Ng author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kundu-ng-2018-nil 10.18653/v1/D18-1456 https://aclanthology.org/D18-1456/ 2018-oct-nov 4243 4252 Exploiting Deep Representations for Neural Machine Translation Zi-Yi Dou author Zhaopeng Tu author Xing Wang author Shuming Shi author Tong Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication dou-etal-2018-exploiting 10.18653/v1/D18-1457 https://aclanthology.org/D18-1457/ 2018-oct-nov 4253 4262 Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures Gongbo Tang author Mathias Müller author Annette Rios author Rico Sennrich author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tang-etal-2018-self 10.18653/v1/D18-1458 https://aclanthology.org/D18-1458/ 2018-oct-nov 4263 4272 Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks Biao Zhang author Deyi Xiong author Jinsong Su author Qian Lin author Huiji Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-simplifying 10.18653/v1/D18-1459 https://aclanthology.org/D18-1459/ 2018-oct-nov 4273 4283 Speeding Up Neural Machine Translation Decoding by Cube Pruning Wen Zhang author Liang Huang author Yang Feng author Lei Shen author Qun Liu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-speeding 10.18653/v1/D18-1460 https://aclanthology.org/D18-1460/ 2018-oct-nov 4284 4294 Revisiting Character-Based Neural Machine Translation with Capacity and Compression Colin Cherry author George Foster author Ankur Bapna author Orhan Firat author Wolfgang Macherey author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cherry-etal-2018-revisiting 10.18653/v1/D18-1461 https://aclanthology.org/D18-1461/ 2018-oct-nov 4295 4305 A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation Jingjing Xu author Xuancheng Ren author Yi Zhang author Qi Zeng author Xiaoyan Cai author Xu Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-etal-2018-skeleton 10.18653/v1/D18-1462 https://aclanthology.org/D18-1462/ 2018-oct-nov 4306 4315 NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation Xiaoyu Shen author Hui Su author Wenjie Li author Dietrich Klakow author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shen-etal-2018-nexus 10.18653/v1/D18-1463 https://aclanthology.org/D18-1463/ 2018-oct-nov 4316 4327 A Neural Local Coherence Model for Text Quality Assessment Mohsen Mesgar author Michael Strube author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mesgar-strube-2018-neural 10.18653/v1/D18-1464 https://aclanthology.org/D18-1464/ 2018-oct-nov 4328 4339 Deep Attentive Sentence Ordering Network Baiyun Cui author Yingming Li author Ming Chen author Zhongfei Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication cui-etal-2018-deep 10.18653/v1/D18-1465 https://aclanthology.org/D18-1465/ 2018-oct-nov 4340 4349 Getting to “Hearer-old”: Charting Referring Expressions Across Time Ieva Staliūnaitė author Hannah Rohde author Bonnie Webber author Annie Louis author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication staliunaite-etal-2018-getting 10.18653/v1/D18-1466 https://aclanthology.org/D18-1466/ 2018-oct-nov 4350 4359 Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline Ian Stewart author Jacob Eisenstein author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication stewart-eisenstein-2018-making 10.18653/v1/D18-1467 https://aclanthology.org/D18-1467/ 2018-oct-nov 4360 4370 Analyzing Correlated Evolution of Multiple Features Using Latent Representations Yugo Murawaki author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication murawaki-2018-analyzing 10.18653/v1/D18-1468 https://aclanthology.org/D18-1468/ 2018-oct-nov 4371 4382 Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting Dirk Hovy author Christoph Purschke author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication hovy-purschke-2018-capturing 10.18653/v1/D18-1469 https://aclanthology.org/D18-1469/ 2018-oct-nov 4383 4394 Characterizing Interactions and Relationships between People Farzana Rashid author Eduardo Blanco author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rashid-blanco-2018-characterizing 10.18653/v1/D18-1470 https://aclanthology.org/D18-1470/ 2018-oct-nov 4395 4404 Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions Eric Holgate author Isabel Cachola author Daniel Preoţiuc-Pietro author Junyi Jessy Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication holgate-etal-2018-swear 10.18653/v1/D18-1471 https://aclanthology.org/D18-1471/ 2018-oct-nov 4405 4414 Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger author Paul Youssef author Iryna Gurevych author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication eger-etal-2018-time 10.18653/v1/D18-1472 https://aclanthology.org/D18-1472/ 2018-oct-nov 4415 4424 Hard Non-Monotonic Attention for Character-Level Transduction Shijie Wu author Pamela Shapiro author Ryan Cotterell author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wu-etal-2018-hard 10.18653/v1/D18-1473 https://aclanthology.org/D18-1473/ 2018-oct-nov 4425 4438 Speed Reading: Learning to Read ForBackward via Shuttle Tsu-Jui Fu author Wei-Yun Ma author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication fu-ma-2018-speed 10.18653/v1/D18-1474 https://aclanthology.org/D18-1474/ 2018-oct-nov 4439 4448 Modeling Localness for Self-Attention Networks Baosong Yang author Zhaopeng Tu author Derek F Wong author Fandong Meng author Lidia S Chao author Tong Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yang-etal-2018-modeling 10.18653/v1/D18-1475 https://aclanthology.org/D18-1475/ 2018-oct-nov 4449 4458 Chargrid: Towards Understanding 2D Documents Anoop R Katti author Christian Reisswig author Cordula Guder author Sebastian Brarda author Steffen Bickel author Johannes Höhne author Jean Baptiste Faddoul author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication katti-etal-2018-chargrid 10.18653/v1/D18-1476 https://aclanthology.org/D18-1476/ 2018-oct-nov 4459 4469 Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei author Yu Zhang author Sida I Wang author Hui Dai author Yoav Artzi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lei-etal-2018-simple 10.18653/v1/D18-1477 https://aclanthology.org/D18-1477/ 2018-oct-nov 4470 4481 NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval Canjia Li author Yingfei Sun author Ben He author Le Wang author Kai Hui author Andrew Yates author Le Sun author Jungang Xu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-nprf 10.18653/v1/D18-1478 https://aclanthology.org/D18-1478/ 2018-oct-nov 4482 4491 Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences Yi Tay author Anh Tuan Luu author Siu Cheung Hui author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tay-etal-2018-co 10.18653/v1/D18-1479 https://aclanthology.org/D18-1479/ 2018-oct-nov 4492 4502 Spherical Latent Spaces for Stable Variational Autoencoders Jiacheng Xu author Greg Durrett author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xu-durrett-2018-spherical 10.18653/v1/D18-1480 https://aclanthology.org/D18-1480/ 2018-oct-nov 4503 4513 Learning Universal Sentence Representations with Mean-Max Attention Autoencoder Minghua Zhang author Yunfang Wu author Weikang Li author Wei Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-learning-universal 10.18653/v1/D18-1481 https://aclanthology.org/D18-1481/ 2018-oct-nov 4514 4523 Word Mover’s Embedding: From Word2Vec to Document Embedding Lingfei Wu author Ian En-Hsu Yen author Kun Xu author Fangli Xu author Avinash Balakrishnan author Pin-Yu Chen author Pradeep Ravikumar author Michael J Witbrock author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wu-etal-2018-word 10.18653/v1/D18-1482 https://aclanthology.org/D18-1482/ 2018-oct-nov 4524 4534 Multilingual Clustering of Streaming News Sebastião Miranda author Artūrs Znotiņš author Shay B Cohen author Guntis Barzdins author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication miranda-etal-2018-multilingual 10.18653/v1/D18-1483 https://aclanthology.org/D18-1483/ 2018-oct-nov 4535 4544 Multi-Task Label Embedding for Text Classification Honglun Zhang author Liqiang Xiao author Wenqing Chen author Yongkun Wang author Yaohui Jin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-multi 10.18653/v1/D18-1484 https://aclanthology.org/D18-1484/ 2018-oct-nov 4545 4553 Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification Junyang Lin author Qi Su author Pengcheng Yang author Shuming Ma author Xu Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lin-etal-2018-semantic-unit 10.18653/v1/D18-1485 https://aclanthology.org/D18-1485/ 2018-oct-nov 4554 4564 MCapsNet: Capsule Network for Text with Multi-Task Learning Liqiang Xiao author Honglun Zhang author Wenqing Chen author Yongkun Wang author Yaohui Jin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication xiao-etal-2018-mcapsnet 10.18653/v1/D18-1486 https://aclanthology.org/D18-1486/ 2018-oct-nov 4565 4574 Uncertainty-aware generative models for inferring document class prevalence Katherine Keith author Brendan O’Connor author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication keith-oconnor-2018-uncertainty 10.18653/v1/D18-1487 https://aclanthology.org/D18-1487/ 2018-oct-nov 4575 4585 Challenges of Using Text Classifiers for Causal Inference Zach Wood-Doughty author Ilya Shpitser author Mark Dredze author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wood-doughty-etal-2018-challenges 10.18653/v1/D18-1488 https://aclanthology.org/D18-1488/ 2018-oct-nov 4586 4598 Direct Output Connection for a High-Rank Language Model Sho Takase author Jun Suzuki author Masaaki Nagata author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication takase-etal-2018-direct 10.18653/v1/D18-1489 https://aclanthology.org/D18-1489/ 2018-oct-nov 4599 4609 Disfluency Detection using Auto-Correlational Neural Networks Paria Jamshid Lou author Peter Anderson author Mark Johnson author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jamshid-lou-etal-2018-disfluency 10.18653/v1/D18-1490 https://aclanthology.org/D18-1490/ 2018-oct-nov 4610 4619 Pyramidal Recurrent Unit for Language Modeling Sachin Mehta author Rik Koncel-Kedziorski author Mohammad Rastegari author Hannaneh Hajishirzi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mehta-etal-2018-pyramidal 10.18653/v1/D18-1491 https://aclanthology.org/D18-1491/ 2018-oct-nov 4620 4630 On Tree-Based Neural Sentence Modeling Haoyue Shi author Hao Zhou author Jiaze Chen author Lei Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shi-etal-2018-tree 10.18653/v1/D18-1492 https://aclanthology.org/D18-1492/ 2018-oct-nov 4631 4641 Language Modeling with Sparse Product of Sememe Experts Yihong Gu author Jun Yan author Hao Zhu author Zhiyuan Liu author Ruobing Xie author Maosong Sun author Fen Lin author Leyu Lin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gu-etal-2018-language 10.18653/v1/D18-1493 https://aclanthology.org/D18-1493/ 2018-oct-nov 4642 4651 Siamese Network-Based Supervised Topic Modeling Minghui Huang author Yanghui Rao author Yuwei Liu author Haoran Xie author Fu Lee Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication huang-etal-2018-siamese 10.18653/v1/D18-1494 https://aclanthology.org/D18-1494/ 2018-oct-nov 4652 4662 GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Qile Zhu author Zheng Feng author Xiaolin Li author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhu-etal-2018-graphbtm 10.18653/v1/D18-1495 https://aclanthology.org/D18-1495/ 2018-oct-nov 4663 4672 Modeling Online Discourse with Coupled Distributed Topics Nikita Srivatsan author Zachary Wojtowicz author Taylor Berg-Kirkpatrick author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication srivatsan-etal-2018-modeling 10.18653/v1/D18-1496 https://aclanthology.org/D18-1496/ 2018-oct-nov 4673 4682 Learning Disentangled Representations of Texts with Application to Biomedical Abstracts Sarthak Jain author Edward Banner author Jan-Willem van de Meent author Iain J Marshall author Byron C Wallace author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication jain-etal-2018-learning 10.18653/v1/D18-1497 https://aclanthology.org/D18-1497/ 2018-oct-nov 4683 4693 Multi-Source Domain Adaptation with Mixture of Experts Jiang Guo author Darsh Shah author Regina Barzilay author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication guo-etal-2018-multi 10.18653/v1/D18-1498 https://aclanthology.org/D18-1498/ 2018-oct-nov 4694 4703 A Neural Model of Adaptation in Reading Marten van Schijndel author Tal Linzen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication van-schijndel-linzen-2018-neural 10.18653/v1/D18-1499 https://aclanthology.org/D18-1499/ 2018-oct-nov 4704 4710 Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study John P Lalor author Hao Wu author Tsendsuren Munkhdalai author Hong Yu author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lalor-etal-2018-understanding 10.18653/v1/D18-1500 https://aclanthology.org/D18-1500/ 2018-oct-nov 4711 4716 Lexicosyntactic Inference in Neural Models Aaron Steven White author Rachel Rudinger author Kyle Rawlins author Benjamin Van Durme author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication white-etal-2018-lexicosyntactic 10.18653/v1/D18-1501 https://aclanthology.org/D18-1501/ 2018-oct-nov 4717 4724 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models Sedtawut Watcharawittayakul author Mingbin Xu author Hui Jiang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication watcharawittayakul-etal-2018-dual 10.18653/v1/D18-1502 https://aclanthology.org/D18-1502/ 2018-oct-nov 4725 4730 The Importance of Being Recurrent for Modeling Hierarchical Structure Ke Tran author Arianna Bisazza author Christof Monz author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication tran-etal-2018-importance 10.18653/v1/D18-1503 https://aclanthology.org/D18-1503/ 2018-oct-nov 4731 4736 Joint Learning for Targeted Sentiment Analysis Dehong Ma author Sujian Li author Houfeng Wang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ma-etal-2018-joint 10.18653/v1/D18-1504 https://aclanthology.org/D18-1504/ 2018-oct-nov 4737 4742 Revisiting the Importance of Encoding Logic Rules in Sentiment Classification Kalpesh Krishna author Preethi Jyothi author Mohit Iyyer author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication krishna-etal-2018-revisiting 10.18653/v1/D18-1505 https://aclanthology.org/D18-1505/ 2018-oct-nov 4743 4751 A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness Xiangju Li author Kaisong Song author Shi Feng author Daling Wang author Yifei Zhang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication li-etal-2018-co 10.18653/v1/D18-1506 https://aclanthology.org/D18-1506/ 2018-oct-nov 4752 4757 Modeling Empathy and Distress in Reaction to News Stories Sven Buechel author Anneke Buffone author Barry Slaff author Lyle Ungar author João Sedoc author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication buechel-etal-2018-modeling 10.18653/v1/D18-1507 https://aclanthology.org/D18-1507/ 2018-oct-nov 4758 4765 Interpretable Emoji Prediction via Label-Wise Attention LSTMs Francesco Barbieri author Luis Espinosa-Anke author Jose Camacho-Collados author Steven Schockaert author Horacio Saggion author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication barbieri-etal-2018-interpretable 10.18653/v1/D18-1508 https://aclanthology.org/D18-1508/ 2018-oct-nov 4766 4771 A Tree-based Decoder for Neural Machine Translation Xinyi Wang author Hieu Pham author Pengcheng Yin author Graham Neubig author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication wang-etal-2018-tree 10.18653/v1/D18-1509 https://aclanthology.org/D18-1509/ 2018-oct-nov 4772 4777 Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation Chenze Shao author Xilin Chen author Yang Feng author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shao-etal-2018-greedy 10.18653/v1/D18-1510 https://aclanthology.org/D18-1510/ 2018-oct-nov 4778 4784 Exploring Recombination for Efficient Decoding of Neural Machine Translation Zhisong Zhang author Rui Wang author Masao Utiyama author Eiichiro Sumita author Hai Zhao author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-exploring 10.18653/v1/D18-1511 https://aclanthology.org/D18-1511/ 2018-oct-nov 4785 4790 Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation Samuel Läubli author Rico Sennrich author Martin Volk author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication laubli-etal-2018-machine 10.18653/v1/D18-1512 https://aclanthology.org/D18-1512/ 2018-oct-nov 4791 4796 Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point Liane Guillou author Christian Hardmeier author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication guillou-hardmeier-2018-automatic 10.18653/v1/D18-1513 https://aclanthology.org/D18-1513/ 2018-oct-nov 4797 4802 FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Xu Han author Hao Zhu author Pengfei Yu author Ziyun Wang author Yuan Yao author Zhiyuan Liu author Maosong Sun author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication han-etal-2018-fewrel 10.18653/v1/D18-1514 https://aclanthology.org/D18-1514/ 2018-oct-nov 4803 4809 A strong baseline for question relevancy ranking Ana Gonzalez author Isabelle Augenstein author Anders Søgaard author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication gonzalez-etal-2018-strong 10.18653/v1/D18-1515 https://aclanthology.org/D18-1515/ 2018-oct-nov 4810 4815 Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán author Sebastijan Dumančić author Mathias Niepert author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication garcia-duran-etal-2018-learning 10.18653/v1/D18-1516 https://aclanthology.org/D18-1516/ 2018-oct-nov 4816 4821 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching Weiyi Lu author Thien Huu Nguyen author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lu-nguyen-2018-similar 10.18653/v1/D18-1517 https://aclanthology.org/D18-1517/ 2018-oct-nov 4822 4828 Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution Hongyin Luo author Jim Glass author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication luo-glass-2018-learning 10.18653/v1/D18-1518 https://aclanthology.org/D18-1518/ 2018-oct-nov 4829 4833 Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings Hong-You Chen author Cheng-Syuan Lee author Keng-Te Liao author Shou-De Lin author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-word 10.18653/v1/D18-1519 https://aclanthology.org/D18-1519/ 2018-oct-nov 4834 4839 Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation Akira Utsumi author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication utsumi-2018-refining 10.18653/v1/D18-1520 https://aclanthology.org/D18-1520/ 2018-oct-nov 4840 4846 Learning Gender-Neutral Word Embeddings Jieyu Zhao author Yichao Zhou author Zeyu Li author Wei Wang author Kai-Wei Chang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication zhao-etal-2018-learning 10.18653/v1/D18-1521 https://aclanthology.org/D18-1521/ 2018-oct-nov 4847 4853 Learning Concept Abstractness Using Weak Supervision Ella Rabinovich author Benjamin Sznajder author Artem Spector author Ilya Shnayderman author Ranit Aharonov author David Konopnicki author Noam Slonim author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication rabinovich-etal-2018-learning 10.18653/v1/D18-1522 https://aclanthology.org/D18-1522/ 2018-oct-nov 4854 4859 Word Sense Induction with Neural biLM and Symmetric Patterns Asaf Amrami author Yoav Goldberg author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication amrami-goldberg-2018-word 10.18653/v1/D18-1523 https://aclanthology.org/D18-1523/ 2018-oct-nov 4860 4867 InferLite: Simple Universal Sentence Representations from Natural Language Inference Data Jamie Kiros author William Chan author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kiros-chan-2018-inferlite 10.18653/v1/D18-1524 https://aclanthology.org/D18-1524/ 2018-oct-nov 4868 4874 Similarity-Based Reconstruction Loss for Meaning Representation Olga Kovaleva author Anna Rumshisky author Alexey Romanov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kovaleva-etal-2018-similarity 10.18653/v1/D18-1525 https://aclanthology.org/D18-1525/ 2018-oct-nov 4875 4880 What can we learn from Semantic Tagging? Mostafa Abdou author Artur Kulmizev author Vinit Ravishankar author Lasha Abzianidze author Johan Bos author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication abdou-etal-2018-learn 10.18653/v1/D18-1526 https://aclanthology.org/D18-1526/ 2018-oct-nov 4881 4889 Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop Rujun Han author Michael Gill author Arthur Spirling author Kyunghyun Cho author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication han-etal-2018-conditional 10.18653/v1/D18-1527 https://aclanthology.org/D18-1527/ 2018-oct-nov 4890 4895 Classifying Referential and Non-referential It Using Gaze Victoria Yaneva author Le An Ha author Richard Evans author Ruslan Mitkov author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication yaneva-etal-2018-classifying 10.18653/v1/D18-1528 https://aclanthology.org/D18-1528/ 2018-oct-nov 4896 4901 State-of-the-art Chinese Word Segmentation with Bi-LSTMs Ji Ma author Kuzman Ganchev author David Weiss author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ma-etal-2018-state 10.18653/v1/D18-1529 https://aclanthology.org/D18-1529/ 2018-oct-nov 4902 4908 Sanskrit Sandhi Splitting using seq2(seq)2 Rahul Aralikatte author Neelamadhav Gantayat author Naveen Panwar author Anush Sankaran author Senthil Mani author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication aralikatte-etal-2018-sanskrit 10.18653/v1/D18-1530 https://aclanthology.org/D18-1530/ 2018-oct-nov 4909 4914 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling Zhiqing Sun author Zhi-Hong Deng author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sun-deng-2018-unsupervised 10.18653/v1/D18-1531 https://aclanthology.org/D18-1531/ 2018-oct-nov 4915 4920 LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs Daniel Kondratyuk author Tomáš Gavenčiak author Milan Straka author Jan Hajič author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kondratyuk-etal-2018-lemmatag 10.18653/v1/D18-1532 https://aclanthology.org/D18-1532/ 2018-oct-nov 4921 4928 Recovering Missing Characters in Old Hawaiian Writing Brendan Shillingford author Oiwi Parker Jones author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication shillingford-parker-jones-2018-recovering 10.18653/v1/D18-1533 https://aclanthology.org/D18-1533/ 2018-oct-nov 4929 4934 When data permutations are pathological: the case of neural natural language inference Natalie Schluter author Daniel Varab author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication schluter-varab-2018-data 10.18653/v1/D18-1534 https://aclanthology.org/D18-1534/ 2018-oct-nov 4935 4939 Bridging Knowledge Gaps in Neural Entailment via Symbolic Models Dongyeop Kang author Tushar Khot author Ashish Sabharwal author Peter Clark author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kang-etal-2018-bridging 10.18653/v1/D18-1535 https://aclanthology.org/D18-1535/ 2018-oct-nov 4940 4945 The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification Jing Chen author Qingcai Chen author Xin Liu author Haijun Yang author Daohe Lu author Buzhou Tang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication chen-etal-2018-bq 10.18653/v1/D18-1536 https://aclanthology.org/D18-1536/ 2018-oct-nov 4946 4951 Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Reza Ghaeini author Xiaoli Fern author Prasad Tadepalli author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ghaeini-etal-2018-interpreting 10.18653/v1/D18-1537 https://aclanthology.org/D18-1537/ 2018-oct-nov 4952 4957 Towards Semi-Supervised Learning for Deep Semantic Role Labeling Sanket Vaibhav Mehta author Jay Yoon Lee author Jaime Carbonell author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication mehta-etal-2018-towards 10.18653/v1/D18-1538 https://aclanthology.org/D18-1538/ 2018-oct-nov 4958 4963 Identifying Domain Adjacent Instances for Semantic Parsers James Ferguson author Janara Christensen author Edward Li author Edgar Gonzàlez author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication ferguson-etal-2018-identifying 10.18653/v1/D18-1539 https://aclanthology.org/D18-1539/ 2018-oct-nov 4964 4969 Mapping natural language commands to web elements Panupong Pasupat author Tian-Shun Jiang author Evan Liu author Kelvin Guu author Percy Liang author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication pasupat-etal-2018-mapping 10.18653/v1/D18-1540 https://aclanthology.org/D18-1540/ 2018-oct-nov 4970 4976 Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection Sudhanshu Kasewa author Pontus Stenetorp author Sebastian Riedel author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kasewa-etal-2018-wronging 10.18653/v1/D18-1541 https://aclanthology.org/D18-1541/ 2018-oct-nov 4977 4983 Modeling Input Uncertainty in Neural Network Dependency Parsing Rob van der Goot author Gertjan van Noord author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication van-der-goot-van-noord-2018-modeling 10.18653/v1/D18-1542 https://aclanthology.org/D18-1542/ 2018-oct-nov 4984 4991 Parameter sharing between dependency parsers for related languages Miryam de Lhoneux author Johannes Bjerva author Isabelle Augenstein author Anders Søgaard author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication de-lhoneux-etal-2018-parameter 10.18653/v1/D18-1543 https://aclanthology.org/D18-1543/ 2018-oct-nov 4992 4997 Grammar Induction with Neural Language Models: An Unusual Replication Phu Mon Htut author Kyunghyun Cho author Samuel Bowman author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication htut-etal-2018-grammar 10.18653/v1/D18-1544 https://aclanthology.org/D18-1544/ 2018-oct-nov 4998 5003 Data Augmentation via Dependency Tree Morphing for Low-Resource Languages Gözde Gül Şahin author Mark Steedman author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication sahin-steedman-2018-data 10.18653/v1/D18-1545 https://aclanthology.org/D18-1545/ 2018-oct-nov 5004 5009 How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik author Zachary C Lipton author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication kaushik-lipton-2018-much 10.18653/v1/D18-1546 https://aclanthology.org/D18-1546/ 2018-oct-nov 5010 5015 MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski author Tsung-Hsien Wen author Bo-Hsiang Tseng author Iñigo Casanueva author Stefan Ultes author Osman Ramadan author Milica Gašić author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication budzianowski-etal-2018-multiwoz 10.18653/v1/D18-1547 https://aclanthology.org/D18-1547/ 2018-oct-nov 5016 5026 Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell author Patrick Verga author Daniel Andor author David Weiss author Andrew McCallum author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication strubell-etal-2018-linguistically 10.18653/v1/D18-1548 https://aclanthology.org/D18-1548/ 2018-oct-nov 5027 5038 Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample author Myle Ott author Alexis Conneau author Ludovic Denoyer author Marc’Aurelio Ranzato author 2018-oct-nov text Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Ellen Riloff editor David Chiang editor Julia Hockenmaier editor Jun’ichi Tsujii editor Association for Computational Linguistics Brussels, Belgium conference publication lample-etal-2018-phrase 10.18653/v1/D18-1549 https://aclanthology.org/D18-1549/ 2018-oct-nov 5039 5049