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EMNLP 2017: all accepted papers

351 papers · page 2 of 4 · the most cited first · ← EMNLP 2017

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  1. Extractive Summarization Using Multi-Task Learning with Document Classification ↗Masaru Isonuma, Toru Fujino, Junichiro Mori et al.81 citations
  2. Argument Mining on Twitter: Arguments, Facts and Sources ↗Mihai Dusmanu, Elena Cabrio, Serena Villata80 citations
  3. Connotation Frames of Power and Agency in Modern Films ↗Maarten Sap, Marcella Cindy Prasettio, Ari Holtzman et al.80 citations
  4. Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems ↗Lili Yao, Yaoyuan Zhang, Yansong Feng et al.80 citations
  5. Cross-domain Semantic Parsing via Paraphrasing ↗Yu Su, Xifeng Yan79 citations
  6. Split and Rephrase ↗Shashi Narayan, Claire Gardent, Shay B. Cohen et al.79 citations
  7. Identifying the Provision of Choices in Privacy Policy Text ↗Kanthashree Mysore Sathyendra, Shomir Wilson, Florian Schaub et al.78 citations
  8. Scientific Information Extraction with Semi-supervised Neural Tagging ↗Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi77 citations
  9. Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora ↗Hainan Xu, Philipp Koehn75 citations
  10. How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DTMathieu Morey, Philippe Muller, Nicholas Asher74 citations · our summary
  11. A Joint Sequential and Relational Model for Frame-Semantic ParsingBishan Yang, Tom Mitchell73 citations · our summary
  12. High-risk learning: acquiring new word vectors from tiny data ↗Aurélie Herbelot, Marco Baroni72 citations
  13. Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision ↗Leyi Wang, Rui Xia72 citations
  14. Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning ↗Tobias Domhan, Felix Hieber72 citations
  15. A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances ↗Chengyu Wang, Xiaofeng He, Aoying Zhou71 citations
  16. Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach ↗Liyuan Liu, Xiang Ren, Qi Zhu et al.71 citations
  17. Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection ↗Marek Rei, Luana Bulat, Douwe Kiela et al.70 citations
  18. Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks ↗Peng-Hsuan Li, Ruo-Ping Dong, Yu-Siang Wang et al.70 citations
  19. Universal Semantic Parsing ↗Siva Reddy, Oscar Täckström, Slav Petrov et al.69 citations
  20. Graph Convolutional Encoders for Syntax-aware Neural Machine TranslationJasmijn Bastings, Ivan Titov, Wilker Aziz et al.68 citations · our summary
  21. Joint Concept Learning and Semantic Parsing from Natural Language Explanations ↗Shashank Srivastava, Igor Labutov, Tom Mitchell68 citations
  22. Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators ↗Aldrian Obaja Muis, Wei Lu68 citations
  23. Reference-Aware Language Models ↗Zichao Yang, Phil Blunsom, Chris Dyer et al.68 citations
  24. Hierarchically-Attentive RNN for Album Summarization and Storytelling ↗Licheng Yu, Mohit Bansal, Tamara Berg67 citations
  25. Interactive Visualization and Manipulation of Attention-based Neural Machine Translation ↗Jaesong Lee, Joong-Hwi Shin, Jun-Seok Kim · System Demonstrations67 citations
  26. Rotated Word Vector Representations and their Interpretability ↗Sungjoon Park, JinYeong Bak, Alice Oh67 citations
  27. Neural Lattice-to-Sequence Models for Uncertain Inputs ↗Matthias Sperber, Graham Neubig, Jan Niehues et al.66 citations
  28. Identifying Semantic Edit Intentions from Revisions in Wikipedia ↗Diyi Yang, Aaron Halfaker, Robert Kraut et al.65 citations
  29. Steering Output Style and Topic in Neural Response Generation ↗Di Wang, Nebojsa Jojic, Chris Brockett et al.64 citations
  30. Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture ↗Yuanliang Meng, Anna Rumshisky, Alexey Romanov64 citations
  31. AMR Parsing using Stack-LSTMs ↗Miguel Ballesteros, Yaser Al-Onaizan63 citations
  32. Initializing Convolutional Filters with Semantic Features for Text Classification ↗Shen Li, Zhe Zhao, Tao Liu et al.61 citations
  33. Effective Inference for Generative Neural Parsing ↗Mitchell Stern, Daniel Fried, Dan Klein60 citations
  34. Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among EventsPrafulla Kumar Choubey, Ruihong Huang60 citations · our summary
  35. Obj2Text: Generating Visually Descriptive Language from Object Layouts ↗Xuwang Yin, Vicente Ordonez60 citations
  36. Cross-lingual Character-Level Neural Morphological Tagging ↗Ryan Cotterell, Georg Heigold59 citations
  37. Here's My Point: Joint Pointer Architecture for Argument Mining ↗Peter Potash, Alexey Romanov, Anna Rumshisky59 citations
  38. Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics ↗Zhe Zhao, Tao Liu, Shen Li et al.59 citations
  39. Argotario: Computational Argumentation Meets Serious Games ↗Ivan Habernal, Raffael Hannemann, Christian Pollak et al. · System Demonstrations58 citations
  40. Neural Machine Translation with Source Dependency Representation ↗Kehai Chen, Rui Wang, Masao Utiyama et al.58 citations
  41. Neural Machine Translation with Source-Side Latent Graph Parsing ↗Kazuma Hashimoto, Yoshimasa Tsuruoka58 citations
  42. Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data ↗Tommaso Pasini, Roberto Navigli58 citations
  43. Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for ArabicNasser Zalmout, Nizar Habash57 citations · our summary
  44. Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features ↗Fan Yang, Arjun Mukherjee, Eduard Dragut57 citations
  45. Trainable Greedy Decoding for Neural Machine Translation ↗Jiatao Gu, Kyunghyun Cho, Victor O.K. Li56 citations
  46. Translating Phrases in Neural Machine Translation ↗Xing Wang, Zhaopeng Tu, Deyi Xiong et al.56 citations
  47. Adapting Sequence Models for Sentence Correction ↗Allen Schmaltz, Yoon Kim, Alexander Rush et al.55 citations
  48. Identifying attack and support argumentative relations using deep learning ↗Oana Cocarascu, Francesca Toni55 citations
  49. A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output ↗Xing Niu, Marianna Martindale, Marine Carpuat54 citations
  50. When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size) ↗Liang Huang, Kai Zhao, Mingbo Ma54 citations
  51. Shortest-Path Graph Kernels for Document Similarity ↗Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau et al.53 citations
  52. SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations ↗Dheeraj Mekala, Vivek Gupta, Bhargavi Paranjape et al.52 citations
  53. Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension ↗David Golub, Po-Sen Huang, Xiaodong He et al.52 citations
  54. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events ↗Prafulla Kumar Choubey, Ruihong Huang49 citations
  55. Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set ↗Tianze Shi, Liang Huang, Lillian Lee49 citations
  56. Memory-augmented Neural Machine Translation ↗Yang Feng, Shiyue Zhang, Andi Zhang et al.49 citations
  57. Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension ↗Hongyu Lin, Le Sun, Xianpei Han49 citations
  58. Neural Sequence-Labelling Models for Grammatical Error Correction ↗Helen Yannakoudakis, Marek Rei, Øistein E. Andersen et al.48 citations
  59. QUINT: Interpretable Question Answering over Knowledge Bases ↗Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya et al. · System Demonstrations48 citations
  60. Getting the Most out of AMR Parsing ↗Chuan Wang, Nianwen Xue47 citations
  61. An analysis of eye-movements during reading for the detection of mild cognitive impairment ↗Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis et al.46 citations
  62. Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks ↗Afshin Rahimi, Timothy Baldwin, Trevor Cohn46 citations
  63. Word-Context Character Embeddings for Chinese Word Segmentation ↗Hao Zhou, Zhenting Yu, Yue Zhang et al.46 citations
  64. Macro Grammars and Holistic Triggering for Efficient Semantic Parsing ↗Yuchen Zhang, Panupong Pasupat, Percy Liang44 citations
  65. Neural Machine Translation with Word Predictions ↗Rongxiang Weng, Shujian Huang, Zaixiang Zheng et al.44 citations
  66. No Need to Pay Attention: Simple Recurrent Neural Networks Work! ↗Ferhan Ture, Oliver Jojic44 citations
  67. Human Centered NLP with User-Factor Adaptation ↗Veronica Lynn, Youngseo Son, Vivek Kulkarni et al.43 citations
  68. Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search ↗Leonard Dahlmann, Evgeny Matusov, Pavel Petrushkov et al.43 citations
  69. Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association ↗Yasheng Wang, Yang Zhang, Bing Liu43 citations
  70. Zero-Shot Activity Recognition with Verb Attribute Induction ↗Rowan Zellers, Yejin Choi43 citations
  71. Transition-Based Disfluency Detection using LSTMs ↗Shaolei Wang, Wanxiang Che, Yue Zhang et al.42 citations
  72. Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings ↗Raksha Sharma, Arpan Somani, Lakshya Kumar et al.41 citations
  73. Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages ↗Ehsaneddin Asgari, Hinrich Schütze40 citations
  74. Chinese Zero Pronoun Resolution with Deep Memory NetworkQingyu Yin, Yu Zhang, Weinan Zhang et al.39 citations · our summary
  75. Joint Syntacto-Discourse Parsing and the Syntacto-Discourse TreebankKai Zhao, Liang Huang39 citations · our summary
  76. Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction ↗Tao Ding, Warren K. Bickel, Shimei Pan39 citations
  77. Patterns of Argumentation Strategies across Topics ↗Khalid Al-Khatib, Henning Wachsmuth, Matthias Hagen et al.39 citations
  78. Using Argument-based Features to Predict and Analyse Review Helpfulness ↗Haijing Liu, Yang Gao, Pin Lv et al.39 citations
  79. Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia ↗E. Darío Gutiérrez, Guillermo Cecchi, Cheryl Corcoran et al.39 citations
  80. Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings ↗Bofang Li, Tao Liu, Zhe Zhao et al.38 citations
  81. A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings ↗Wei Yang, Wei Lu, Vincent Zheng37 citations
  82. Incremental Skip-gram Model with Negative Sampling ↗Nobuhiro Kaji, Hayato Kobayashi37 citations
  83. Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning ↗Lu Chen, Xiang Zhou, Cheng Chang et al.36 citations
  84. Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization ↗Piji Li, Wai Lam, Lidong Bing et al.36 citations
  85. From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems ↗Mrinmaya Sachan, Kumar Dubey, Eric Xing36 citations
  86. Video Highlight Prediction Using Audience Chat Reactions ↗Cheng-Yang Fu, Joon Lee, Mohit Bansal et al.36 citations
  87. An empirical study on the effectiveness of images in Multimodal Neural Machine Translation ↗Jean-Benoit Delbrouck, Stéphane Dupont35 citations
  88. Multi-modular domain-tailored OCR post-correction ↗Sarah Schulz, Jonas Kuhn35 citations
  89. Detecting Perspectives in Political Debates ↗David Vilares, Yulan He34 citations
  90. Structural Embedding of Syntactic Trees for Machine Comprehension ↗Rui Liu, Junjie Hu, Wei Wei et al.34 citations
  91. Towards Quantum Language Models ↗Ivano Basile, Fabio Tamburini33 citations
  92. Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation ↗Ivan Vulić, Nikola Mrkšić, Anna Korhonen32 citations
  93. Detecting and Explaining Causes From Text For a Time Series Event ↗Dongyeop Kang, Varun Gangal, Ang Lu et al.32 citations
  94. Identifying civilians killed by police with distantly supervised entity-event extraction ↗Katherine A. Keith, Abram Handler, Michael Pinkham et al.32 citations
  95. Quantifying the Effects of Text Duplication on Semantic Models ↗Alexandra Schofield, Laure Thompson, David Mimno32 citations
  96. Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation ↗Baosong Yang, Derek F. Wong, Tong Xiao et al.32 citations
  97. Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations ↗Goran Glavaš, Simone Paolo Ponzetto31 citations
  98. Efficient Attention using a Fixed-Size Memory Representation ↗Denny Britz, Melody Guan, Minh-Thang Luong31 citations
  99. MUSE: Modularizing Unsupervised Sense Embeddings ↗Guang-He Lee, Yun-Nung Chen31 citations
  100. Natural Language Processing with Small Feed-Forward Networks ↗Jan A. Botha, Emily Pitler, Ji Ma et al.31 citations

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