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Works of Conference on Empirical Methods in Natural Language Processing (EMNLP)

703 works · page 3 of 8 · the most cited first · ← Conference on Empirical Methods in Natural…

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  1. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 398 citations
  2. Automatic Prompt Optimization with “Gradient Descent” and Beam SearchReid Pryzant, Dan Iter, Jerry Li, et al.2023 · 397 citations
  3. Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter Turney, Yair Neuman, Dan Assaf, et al.2011 · 394 citations
  4. A Challenge Dataset and Effective Models for Aspect-Based Sentiment AnalysisQingnan Jiang, Lei Chen, Ruifeng Xu, et al.2019 · 393 citations
  5. That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsWilliam Yang Wang, Diyi Yang2015 · 391 citations
  6. Tuning as RankingMark Hopkins, Jonathan May2011 · 391 citations
  7. Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language TasksRion Snow, Brendan O'Connor, Daniel Jurafsky, et al.2008 · 390 citations
  8. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 388 citations
  9. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingLibo Qin, Wanxiang Che, Yangming Li, et al.2019 · 384 citations
  10. Query Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 383 citations
  11. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  12. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 377 citations
  13. Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksYao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 376 citations
  14. Chinese Poetry Generation with Recurrent Neural NetworksXingxing Zhang, Mirella Lapata2014 · 376 citations
  15. Position-Aware Tagging for Aspect Sentiment Triplet ExtractionLu Xu, Hao Li, Wei Lu, et al.2020 · 370 citations
  16. Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsPeixiang Zhong, Di Wang, Chunyan Miao2019 · 370 citations
  17. Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
  18. Improving the Transformer Translation Model with Document-Level ContextJiacheng Zhang, Huanbo Luan, Maosong Sun, et al.2018 · 368 citations
  19. The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
  20. Latent Hatred: A Benchmark for Understanding Implicit Hate SpeechMai ElSherief, Caleb Ziems, David Muchlinski, et al.2021 · 364 citations
  21. GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeLuyao Huang, Chi Sun, Xipeng Qiu, et al.2019 · 364 citations
  22. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivre2012 · 364 citations
  23. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 361 citations
  24. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
  25. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 360 citations
  26. Analyzing the Behavior of Visual Question Answering ModelsAishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 358 citations
  27. A Unified Model for Word Sense Representation and DisambiguationXinxiong Chen, Zhiyuan Liu, Maosong Sun2014 · 358 citations
  28. Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations
  29. Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
  30. XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and GenerationYaobo Liang, Nan Duan, Yeyun Gong, et al.2020 · 356 citations
  31. Query2doc: Query Expansion with Large Language ModelsLiang Wang, Nan Yang, Furu Wei2023 · 353 citations
  32. QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 353 citations
  33. Understanding the Value of Features for Coreference ResolutionEric Bengtson, Dan Roth2008 · 352 citations
  34. Zero-Resource Translation with Multi-Lingual Neural Machine TranslationOrhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 350 citations
  35. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
  36. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 348 citations
  37. Unsupervised Semantic ParsingHoifung Poon, Pedro Domingos2009 · 345 citations
  38. Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya Shivade2018 · 343 citations
  39. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceMor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 342 citations
  40. Deep Learning for Chinese Word Segmentation and POS TaggingXiaoqing Zheng, Hanyang Chen, Tianyu Xu2013 · 340 citations
  41. Information-Theoretic Probing with Minimum Description LengthElena Voita, Ivan Titov2020 · 339 citations
  42. Sentence Compression by Deletion with LSTMsKatja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 337 citations
  43. Certified Robustness to Adversarial Word SubstitutionsRobin Jia, Aditi Raghunathan, Kerem Göksel, et al.2019 · 336 citations
  44. A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency ParsingYue Zhang, Stephen Clark2008 · 336 citations
  45. LLMLingua: Compressing Prompts for Accelerated Inference of Large Language ModelsHuiqiang Jiang, Qianhui Wu, Chin-Yew Lin, et al.2023 · 335 citations
  46. Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERTAkshay Smit, Saahil Jain, Pranav Rajpurkar, et al.2020 · 334 citations
  47. Predicting Factuality of Reporting and Bias of News Media SourcesRamy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 334 citations
  48. Training Millions of Personalized Dialogue AgentsPierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, et al.2018 · 334 citations
  49. Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer ProgrammingKristian Woodsend, Mirella Lapata2011 · 334 citations
  50. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 327 citations
  51. Aspect Sentiment Quad Prediction as Paraphrase GenerationWenxuan Zhang, Yang Deng, Xin Li, et al.2021 · 325 citations
  52. A Dataset for Document Grounded ConversationsKangyan Zhou, Shrimai Prabhumoye, Alan W Black2018 · 324 citations
  53. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 324 citations
  54. Controlling Output Length in Neural Encoder-DecodersYuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
  55. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural LanguageLuheng He, Mike Lewis, Luke Zettlemoyer2015 · 322 citations
  56. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  57. Rapid Adaptation of Neural Machine Translation to New LanguagesGraham Neubig, Junjie Hu2018 · 320 citations
  58. A Comparison of Vector-based Representations for Semantic CompositionWilliam Blacoe, Mirella Lapata2012 · 320 citations
  59. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsIsabelle Augenstein, Christina Lioma, Dongsheng Wang, et al.2019 · 318 citations
  60. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityDaniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 315 citations
  61. Explainable Automated Fact-Checking for Public Health ClaimsNeema Kotonya, Francesca Toni2020 · 314 citations
  62. Decoding with Large-Scale Neural Language Models Improves TranslationAshish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 314 citations
  63. Chinese Syntactic Reordering for Statistical Machine TranslationChao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
  64. Unsupervised Pretraining for Sequence to Sequence LearningPrajit Ramachandran, Peter Liu, Quoc Le2017 · 312 citations
  65. Dependency Parsing and Domain Adaptation with LR Models and Parser EnsemblesKenji Sagae, Jun'ichi Tsujii2007 · 311 citations
  66. Get out the vote: Determining support or opposition from Congressional floor-debate transcriptsMatt Thomas, Bo Pang, Lillian Lee2006 · 307 citations
  67. Discriminative Instance Weighting for Domain Adaptation in Statistical Machine TranslationGeorge Foster, Cyril Goutte, Roland Kuhn2010 · 305 citations
  68. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question AnsweringZhiguo Wang, Patrick Ng, Xiaofei Ma, et al.2019 · 304 citations
  69. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationYoong Keok Lee, Hwee Tou Ng2002 · 302 citations
  70. MoEL: Mixture of Empathetic ListenersZhaojiang Lin, Andrea Madotto, Jamin Shin, et al.2019 · 301 citations
  71. Learning Named Entity Tagger using Domain-Specific DictionaryJingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 301 citations
  72. Globally Coherent Text Generation with Neural Checklist ModelsChloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 301 citations
  73. Character-LLM: A Trainable Agent for Role-PlayingYunfan Shao, Linyang Li, Junqi Dai, et al.2023 · 300 citations
  74. Improving Translation Quality by Discarding Most of the PhrasetableHoward Johnson, Joel Martin, George Foster, et al.2007 · 300 citations
  75. Muppet: Massive Multi-task Representations with Pre-FinetuningArmen Aghajanyan, Anchit Gupta, Akshat Shrivastava, et al.2021 · 299 citations
  76. Paraphrase Generation with Deep Reinforcement LearningZichao Li, Xin Jiang, Lifeng Shang, et al.2018 · 298 citations
  77. Incorporating Discrete Translation Lexicons into Neural Machine TranslationPhilip Arthur, Graham Neubig, Satoshi Nakamura2016 · 298 citations
  78. A Dependency Parser for TweetsLingpeng Kong, Nathan Schneider, Swabha Swayamdipta, et al.2014 · 298 citations
  79. Towards Debiasing Fact Verification ModelsTal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.2019 · 296 citations
  80. Show Me Your Evidence - an Automatic Method for Context Dependent Evidence DetectionRuty Rinott, Lena Dankin, Carlos Alzate Perez, et al.2015 · 296 citations
  81. Document-Level Machine Translation with Large Language ModelsLongyue Wang, Chenyang Lyu, Tianbo Ji, et al.2023 · 295 citations
  82. Entity-Based Knowledge Conflicts in Question AnsweringShayne Longpre, Kartik Perisetla, Anthony Chen, et al.2021 · 295 citations
  83. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringYanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 295 citations
  84. Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence TaggerMassimiliano Ciaramita, Yasemin Altun2006 · 295 citations
  85. Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataCanwen Xu, Daya Guo, Nan Duan, et al.2023 · 294 citations
  86. AdapterDrop: On the Efficiency of Adapters in TransformersAndreas Rücklé, Gregor Geigle, Max Glockner, et al.2021 · 294 citations
  87. Easy Victories and Uphill Battles in Coreference ResolutionGreg Durrett, Dan Klein2013 · 293 citations
  88. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleKoustuv Sinha, Robin Jia, Dieuwke Hupkes, et al.2021 · 292 citations
  89. Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor LearningYi Yang, Arzoo Katiyar2020 · 291 citations
  90. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 291 citations
  91. Exploiting Cross-Sentence Context for Neural Machine TranslationLongyue Wang, Zhaopeng Tu, Andy Way, et al.2017 · 291 citations
  92. A Benchmark Dataset for Learning to Intervene in Online Hate SpeechJing Qian, Anna Bethke, Yinyin Liu, et al.2019 · 290 citations
  93. Modeling Biological Processes for Reading ComprehensionJonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.2014 · 288 citations
  94. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationXinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 287 citations
  95. Why We Need New Evaluation Metrics for NLGJekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, et al.2017 · 287 citations
  96. Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersJue Wang, Wei Lu2020 · 286 citations
  97. emrQA: A Large Corpus for Question Answering on Electronic Medical RecordsAnusri Pampari, Preethi Raghavan, Jennifer Liang, et al.2018 · 285 citations
  98. Learning to Paraphrase for Question AnsweringLi Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 285 citations
  99. Lexical Generalization in CCG Grammar Induction for Semantic ParsingTom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, et al.2011 · 283 citations
  100. API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsMinghao Li, Yingxiu Zhao, Bowen Yu, et al.2023 · 281 citations

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