📰 EMNLP 2018: all papers in our library

89 works · the most cited first · ← EMNLP 2018

1. SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP)Taku Kudo, John Richardson2018 · 4,471 citations
2. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,495 citations
3. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL TaskConference on Empirical Methods in Natural Language Processing (EMNLP)Tao Yu, Rui Zhang, Kai Yang, et al.2018 · 1,584 citations
4. Universal Sentence Encoder for EnglishConference on Empirical Methods in Natural Language Processing (EMNLP)Daniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,545 citations
5. Generating Natural Language Adversarial ExamplesConference on Empirical Methods in Natural Language Processing (EMNLP)Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, et al.2018 · 1,104 citations
6. QuAC: Question Answering in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Eunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,062 citations
7. Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Yuhao Zhang, Peng Qi, Christopher D. Manning2018 · 1,049 citations
8. Bottom-Up Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Sebastian Gehrmann, Yuntian Deng, Alexander Rush2018 · 944 citations
9. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionConference on Empirical Methods in Natural Language Processing (EMNLP)Yi Luan, Luheng He, Mari Ostendorf, et al.2018 · 937 citations
10. Cross-lingual Knowledge Graph Alignment via Graph Convolutional NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Zhichun Wang, Qingsong Lv, Xiaohan Lan, et al.2018 · 684 citations
11. TVQA: Localized, Compositional Video Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Jie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 673 citations
12. Object Hallucination in Image CaptioningConference on Empirical Methods in Natural Language Processing (EMNLP)Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 619 citations
13. Linguistically-Informed Self-Attention for Semantic Role LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Emma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 601 citations
14. Dissecting Contextual Word Embeddings: Architecture and RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP)Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 587 citations
15. Multi-grained Attention Network for Aspect-Level Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Feifan Fan, Yansong Feng, Dongyan Zhao2018 · 573 citations
16. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementConference on Empirical Methods in Natural Language Processing (EMNLP)Jason Lee, Elman Mansimov, Kyunghyun Cho2018 · 551 citations
17. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 525 citations
18. Learning Gender-Neutral Word EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Jieyu Zhao, Yichao Zhou, Zeyu Li, et al.2018 · 514 citations
19. Jointly Multiple Events Extraction via Attention-based Graph Information AggregationConference on Empirical Methods in Natural Language Processing (EMNLP)Xiao Liu, Zhunchen Luo, Heyan Huang2018 · 509 citations
20. Semi-Supervised Sequence Modeling with Cross-View TrainingConference on Empirical Methods in Natural Language Processing (EMNLP)Kevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 491 citations
21. Legal Judgment Prediction via Topological LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Haoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
22. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionConference on Empirical Methods in Natural Language Processing (EMNLP)Armand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
23. Reducing Gender Bias in Abusive Language DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Ji Ho Park, Jamin Shin, Pascale Fung2018 · 465 citations
24. Meta-Learning for Low-Resource Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiatao Gu, Yong Wang, Yun Chen, et al.2018 · 454 citations
25. CARER: Contextualized Affect Representations for Emotion RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, et al.2018 · 448 citations
26. Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Samuel Läubli, Rico Sennrich, Martin Volk2018 · 443 citations
27. Unsupervised Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Mikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 433 citations
28. Document-Level Neural Machine Translation with Hierarchical Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 414 citations
29. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 391 citations
30. Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Yao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 377 citations
31. Improving the Transformer Translation Model with Document-Level ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Jiacheng Zhang, Huanbo Luan, Maosong Sun, et al.2018 · 368 citations
32. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
33. Adversarial Removal of Demographic Attributes from Text DataConference on Empirical Methods in Natural Language Processing (EMNLP)Yanai Elazar, Yoav Goldberg2018 · 357 citations
34. Lessons from Natural Language Inference in the Clinical DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Alexey Romanov, Chaitanya Shivade2018 · 348 citations
35. Gromov-Wasserstein Alignment of Word Embedding SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)David Alvarez-Melis, Tommi Jaakkola2018 · 337 citations
36. Predicting Factuality of Reporting and Bias of News Media SourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Ramy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 335 citations
37. Training Millions of Personalized Dialogue AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, et al.2018 · 335 citations
38. A Dataset for Document Grounded ConversationsConference on Empirical Methods in Natural Language Processing (EMNLP)Kangyan Zhou, Shrimai Prabhumoye, Alan W Black2018 · 327 citations
39. Rapid Adaptation of Neural Machine Translation to New LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Graham Neubig, Junjie Hu2018 · 322 citations
40. Learning Named Entity Tagger using Domain-Specific DictionaryConference on Empirical Methods in Natural Language Processing (EMNLP)Jingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 301 citations
41. Paraphrase Generation with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Zichao Li, Xin Jiang, Lifeng Shang, et al.2018 · 299 citations
42. Deep Exhaustive Model for Nested Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Mohammad Golam Sohrab, Makoto Miwa2018 · 299 citations
43. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 290 citations
44. emrQA: A Large Corpus for Question Answering on Electronic Medical RecordsConference on Empirical Methods in Natural Language Processing (EMNLP)Anusri Pampari, Preethi Raghavan, Jennifer Liang, et al.2018 · 288 citations
45. Getting Gender Right in Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Eva Vanmassenhove, Christian Hardmeier, Andy Way2018 · 281 citations
46. Semantic Parsing for Task Oriented Dialog using Hierarchical RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Sonal Gupta, Rushin Shah, Mrinal Mohit, et al.2018 · 280 citations
47. Learning Neural Templates for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sam Wiseman, Stuart Shieber, Alexander Rush2018 · 280 citations
48. Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedConference on Empirical Methods in Natural Language Processing (EMNLP)Stefanos Angelidis, Mirella Lapata2018 · 266 citations
49. Zero-shot User Intent Detection via Capsule Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 262 citations
50. BLEU is Not Suitable for the Evaluation of Text SimplificationConference on Empirical Methods in Natural Language Processing (EMNLP)Elior Sulem, Omri Abend, Ari Rappoport2018 · 255 citations
51. Answer-focused and Position-aware Neural Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Xingwu Sun, Jing Liu, Yajuan Lyu, et al.2018 · 255 citations
52. Modeling Localness for Self-Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Baosong Yang, Zhaopeng Tu, Derek F. Wong, et al.2018 · 255 citations
53. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Jiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
54. Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)Anthony Rios, Ramakanth Kavuluru2018 · 246 citations
55. MSMO: Multimodal Summarization with Multimodal OutputConference on Empirical Methods in Natural Language Processing (EMNLP)Junnan Zhu, Haoran Li, Tianshang Liu, et al.2018 · 245 citations
56. Towards Exploiting Background Knowledge for Building Conversation SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Nikita Moghe, Siddhartha Arora, Suman Banerjee, et al.2018 · 242 citations
57. A Study of Reinforcement Learning for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Lijun Wu, Fei Tian, Tao Qin, et al.2018 · 234 citations
58. Decoupling Strategy and Generation in Negotiation DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)He He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
59. Commonsense for Generative Multi-Hop Question Answering TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Lisa Bauer, Yicheng Wang, Mohit Bansal2018 · 229 citations
60. Cross-topic Argument Mining from Heterogeneous SourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Christian Stab, Tristan Miller, Benjamin Schiller, et al.2018 · 229 citations
61. Interpretation of Natural Language Rules in Conversational Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP)Marzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 227 citations
62. MTNT: A Testbed for Machine Translation of Noisy TextConference on Empirical Methods in Natural Language Processing (EMNLP)Paul Michel, Graham Neubig2018 · 224 citations
63. Neural Latent Extractive Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata, Furu Wei, et al.2018 · 220 citations
64. Content Selection in Deep Learning Models of SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Chris Kedzie, Kathleen McKeown, Hal Daumé III2018 · 214 citations
65. Contextual Parameter Generation for Universal Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, et al.2018 · 205 citations
66. A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling CheckConference on Empirical Methods in Natural Language Processing (EMNLP)Dingmin Wang, Yan Song, Jing Li, et al.2018 · 201 citations
67. End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Jindřich Libovický, Jindřich Helcl2018 · 200 citations
68. Neural Metaphor Detection in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Ge Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
69. Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political StrategiesConference on Empirical Methods in Natural Language Processing (EMNLP)Anjalie Field, Doron Kliger, Shuly Wintner, et al.2018 · 193 citations
70. Towards Universal Dialogue State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP)Liliang Ren, Kaige Xie, Lu Chen, et al.2018 · 191 citations
71. Collecting Diverse Natural Language Inference Problems for Sentence Representation EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Adam Poliak, Aparajita Haldar, Rachel Rudinger, et al.2018 · 190 citations
72. Modeling Empathy and Distress in Reaction to News StoriesConference on Empirical Methods in Natural Language Processing (EMNLP)Sven Buechel, Anneke Buffone, Barry Slaff, et al.2018 · 181 citations
73. What Makes Reading Comprehension Questions Easier?Conference on Empirical Methods in Natural Language Processing (EMNLP)Saku Sugawara, Kentaro Inui, Satoshi Sekine, et al.2018 · 178 citations
74. Integrating Transformer and Paraphrase Rules for Sentence SimplificationConference on Empirical Methods in Natural Language Processing (EMNLP)Sanqiang Zhao, Rui Meng, Daqing He, et al.2018 · 178 citations
75. Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Gözde Gül Şahin, Mark Steedman2018 · 170 citations
76. Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Yilin Yang, Liang Huang, Mingbo Ma2018 · 156 citations
77. Revisiting Character-Based Neural Machine Translation with Capacity and CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Colin Cherry, George Foster, Ankur Bapna, et al.2018 · 154 citations
78. TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim VerificationConference on Empirical Methods in Natural Language Processing (EMNLP)Wenpeng Yin, Dan Roth2018 · 114 citations
79. On the Relation between Linguistic Typology and (Limitations of) Multilingual Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, et al.2018 · 112 citations
80. PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference ResolutionHong Chen, Zhenhua Fan, Hao Lu, et al.2018 · 84 citations
81. Representing Social Media Users for Sarcasm DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Y. Alex Kolchinski, Christopher Potts2018 · 54 citations
82. Using active learning to expand training data for implicit discourse relation recognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Xu, Yu Hong, Huibin Ruan, et al.2018 · 42 citations
83. A Deterministic Algorithm for Bridging Anaphora ResolutionConference on Empirical Methods in Natural Language Processing (EMNLP)Yufang Hou2018 · 32 citations
84. Using Linguistic Features to Improve the Generalization Capability of Neural Coreference ResolversNafise Sadat Moosavi, Michael Strube2018 · 30 citations
85. A Probabilistic Annotation Model for Crowdsourcing CoreferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Silviu Paun, Jon Chamberlain, Udo Kruschwitz, et al.2018 · 25 citations
86. Fixing Translation Divergences in Parallel Corpora for Neural MTMinhQuang Pham, Josep Crego, Jean Senellart, et al.2018 · 24 citations
87. Learning Scalar Adjective Intensity from ParaphrasesAnne Cocos, Skyler Wharton, Ellie Pavlick, et al.2018 · 21 citations
88. When data permutations are pathological: the case of neural natural language inferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Natalie Schluter, Daniel Varab2018 · 16 citations
89. What can we learn from Semantic Tagging?Conference on Empirical Methods in Natural Language Processing (EMNLP)Mostafa Abdou, Artur Kulmizev, Vinit Ravishankar, et al.2018 · 11 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2018/works/