Elamur Research⌕
☰
home / venues / Conference on Empirical Methods in Natural… / works / page 4

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

703 works · page 4 of 8 · the most cited first · ← Conference on Empirical Methods in Natural…

1 2 3 4 5 … 8

  1. Getting Gender Right in Neural Machine TranslationEva Vanmassenhove, Christian Hardmeier, Andy Way2018 · 281 citations
  2. Semantic Parsing for Task Oriented Dialog using Hierarchical RepresentationsSonal Gupta, Rushin Shah, Mrinal Mohit, et al.2018 · 280 citations
  3. Sentence Alignment for Monolingual Comparable CorporaRegina Barzilay, Noemie Elhadad2003 · 280 citations
  4. ONION: A Simple and Effective Defense Against Textual Backdoor AttacksFanchao Qi, Yangyi Chen, Mukai Li, et al.2021 · 279 citations
  5. Learning Neural Templates for Text GenerationSam Wiseman, Stuart Shieber, Alexander Rush2018 · 279 citations
  6. Guided Open Vocabulary Image Captioning with Constrained Beam SearchPeter Anderson, Basura Fernando, Mark Johnson, et al.2017 · 278 citations
  7. XTREME-R: Towards More Challenging and Nuanced Multilingual EvaluationSebastian Ruder, Noah Constant, Jan Botha, et al.2021 · 277 citations
  8. MIME: MIMicking Emotions for Empathetic Response GenerationNavonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 277 citations
  9. Simple Coreference Resolution with Rich Syntactic and Semantic FeaturesAria Haghighi, Dan Klein2009 · 277 citations
  10. Text Classification Using Label Names Only: A Language Model Self-Training ApproachYu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
  11. A Diagnostic Study of Explainability Techniques for Text ClassificationPepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 273 citations
  12. POS Tagging of English-Hindi Code-Mixed Social Media ContentYogarshi Vyas, Spandana Gella, Jatin Sharma, et al.2014 · 273 citations
  13. Joint Entity and Event Coreference Resolution across DocumentsHeeyoung Lee, Marta Recasens, Angel Chang, et al.2012 · 273 citations
  14. Joint Unsupervised Coreference Resolution with Markov LogicHoifung Poon, Pedro Domingos2008 · 272 citations
  15. Surface Form Competition: Why the Highest Probability Answer Isn't Always RightAri Holtzman, Peter West, Vered Shwartz, et al.2021 · 271 citations
  16. Adaptively Sparse TransformersGonçalo M. Correia, Vlad Niculae, André F. T. Martins2019 · 270 citations
  17. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
  18. Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsEmily Allaway, Kathleen McKeown2020 · 268 citations
  19. Attention is Not Only a Weight: Analyzing Transformers with Vector NormsGoro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, et al.2020 · 268 citations
  20. Open Domain Targeted SentimentMargaret Mitchell, Jacqui Aguilar, Theresa Wilson, et al.2013 · 268 citations
  21. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.2020 · 265 citations
  22. Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedStefanos Angelidis, Mirella Lapata2018 · 265 citations
  23. A Continuously Growing Dataset of Sentential ParaphrasesWuwei Lan, Siyu Qiu, Hua He, et al.2017 · 265 citations
  24. Learning to Classify Email into “Speech Acts”William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell2004 · 264 citations
  25. Condenser: a Pre-training Architecture for Dense RetrievalLuyu Gao, Jamie Callan2021 · 261 citations
  26. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksHaoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 261 citations
  27. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesTao Yu, Rui Zhang, Heyang Er, et al.2019 · 261 citations
  28. Abstractive Summarization of Product Reviews Using Discourse StructureShima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.2014 · 260 citations
  29. A Simple Domain-Independent Probabilistic Approach to GenerationGabor Angeli, Percy Liang, Dan Klein2010 · 260 citations
  30. Large Language Models for Data Annotation and Synthesis: A SurveyZhen Tan, Dawei Li, Song Wang, et al.2024 · 259 citations
  31. On Extractive and Abstractive Neural Document Summarization with Transformer Language ModelsJonathan Pilault, Raymond Li, Sandeep Subramanian, et al.2020 · 259 citations
  32. Automatic Machine Translation Evaluation in Many Languages via Zero-Shot ParaphrasingBrian Thompson, Matt Post2020 · 259 citations
  33. MAVEN: A Massive General Domain Event Detection DatasetXiaozhi Wang, Ziqi Wang, Xu Han, et al.2020 · 259 citations
  34. CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive SummarizationShuyang Cao, Lu Wang2021 · 257 citations
  35. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingRuiyang Ren, Yingqi Qu, Jing Liu, et al.2021 · 256 citations
  36. Re-evaluating Evaluation in Text SummarizationManik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, et al.2020 · 256 citations
  37. The Multilingual Amazon Reviews CorpusPhillip Keung, Yichao Lu, György Szarvas, et al.2020 · 255 citations
  38. BLEU is Not Suitable for the Evaluation of Text SimplificationElior Sulem, Omri Abend, Ari Rappoport2018 · 255 citations
  39. Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological DebatesKazi Saidul Hasan, Vincent Ng2014 · 254 citations
  40. Revisiting Readability: A Unified Framework for Predicting Text QualityEmily Pitler, Ani Nenkova2008 · 253 citations
  41. GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsZhen Wan, Fei Cheng, Zhuoyuan Mao, et al.2023 · 252 citations
  42. Generating Datasets with Pretrained Language ModelsTimo Schick, Hinrich Schutze2021 · 250 citations
  43. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesJiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
  44. Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesAnthony Rios, Ramakanth Kavuluru2018 · 245 citations
  45. Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsXueliang Zhao, Wei Wu, Can Xu, et al.2020 · 244 citations
  46. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 244 citations
  47. Can You Unpack That? Learning to Rewrite Questions-in-ContextAhmed Elgohary, Denis Peskov, Jordan Boyd-Graber2019 · 244 citations
  48. Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?Hwee Tou Ng, Jin Kiat Low2004 · 243 citations
  49. Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsZhuoyan Li, Hangxiao Zhu, Zhuoran Lu, et al.2023 · 242 citations
  50. ZeroGen: Efficient Zero-shot Learning via Dataset GenerationJiacheng Ye, Jiahui Gao, Qintong Li, et al.2022 · 242 citations
  51. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingXiaochuang Han, Jacob Eisenstein2019 · 242 citations
  52. Resolving Complex Cases of Definite Pronouns: The Winograd Schema ChallengeAltaf Rahman, Vincent Ng2012 · 241 citations
  53. ASQA: Factoid Questions Meet Long-Form AnswersIvan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.2022 · 239 citations
  54. MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsZhaojiang Lin, Andrea Madotto, Genta Indra Winata, et al.2020 · 239 citations
  55. “Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style TransferAkhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran2019 · 239 citations
  56. Towards Exploiting Background Knowledge for Building Conversation SystemsNikita Moghe, Siddhartha Arora, Suman Banerjee, et al.2018 · 238 citations
  57. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text RetrievalXin Zhang, Yanzhao Zhang, Dingkun Long, et al.2024 · 236 citations
  58. Better Document-level Sentiment Analysis from RST Discourse ParsingParminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
  59. A Discrete Hard EM Approach for Weakly Supervised Question AnsweringSewon Min, Danqi Chen, Hannaneh Hajishirzi, et al.2019 · 233 citations
  60. Decoupling Strategy and Generation in Negotiation DialoguesHe He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
  61. A Study of Reinforcement Learning for Neural Machine TranslationLijun Wu, Fei Tian, Tao Qin, et al.2018 · 232 citations
  62. A Corpus-Based Approach for Building Semantic LexiconsEllen Riloff, Jessica Shepherd1997 · 229 citations
  63. Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language TechnologiesSunipa Dev, Masoud Monajatipoor, Anaelia Ovalle, et al.2021 · 228 citations
  64. CCAligned: A Massive Collection of Cross-Lingual Web-Document PairsAhmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, et al.2020 · 228 citations
  65. Cross-topic Argument Mining from Heterogeneous SourcesChristian Stab, Tristan Miller, Benjamin Schiller, et al.2018 · 228 citations
  66. Broad-coverage CCG Semantic Parsing with AMRYoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 228 citations
  67. Interpretation of Natural Language Rules in Conversational Machine ReadingMarzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 225 citations
  68. MTNT: A Testbed for Machine Translation of Noisy TextPaul Michel, Graham Neubig2018 · 224 citations
  69. BLEU might be Guilty but References are not InnocentMarkus Freitag, David Grangier, Isaac Caswell2020 · 223 citations
  70. Unsupervised Models for Coreference ResolutionVincent Ng2008 · 223 citations
  71. SLURP: A Spoken Language Understanding Resource PackageEmanuele Bastianelli, Andrea Vanzo, Pawel Swietojanski, et al.2020 · 222 citations
  72. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesElena Voita, Rico Sennrich, Ivan Titov2019 · 222 citations
  73. Joint prediction in MST-style discourse parsing for argumentation miningAndreas Peldszus, Manfred Stede2015 · 219 citations
  74. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
  75. Factual Error Correction for Abstractive Summarization ModelsMeng Cao, Yue Dong, Jiapeng Wu, et al.2020 · 217 citations
  76. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsBill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 216 citations
  77. Measuring Association Between Labels and Free-Text RationalesSarah Wiegreffe, Ana Marasović, Noah A. Smith2021 · 215 citations
  78. Maieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsJaehun Jung, Lianhui Qin, Sean Welleck, et al.2022 · 213 citations
  79. An Unsupervised Sentence Embedding Method by Mutual Information MaximizationYan Zhang, Ruidan He, Zuozhu Liu, et al.2020 · 213 citations
  80. Improved Statistical Machine Translation Using Monolingually-Derived ParaphrasesYuval Marton, Chris Callison-Burch, Philip Resnik2009 · 213 citations
  81. Are Word Embedding-based Features Useful for Sarcasm Detection?Aditya Joshi, Vaibhav Tripathi, Kevin Patel, et al.2016 · 211 citations
  82. Answers Unite! Unsupervised Metrics for Reinforced Summarization ModelsThomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, et al.2019 · 210 citations
  83. Compressing Context to Enhance Inference Efficiency of Large Language ModelsYucheng Li, Bo Dong, Frank Guerin, et al.2023 · 208 citations
  84. Universal Decompositional Semantics on Universal DependenciesAaron Steven White, Drew Reisinger, Keisuke Sakaguchi, et al.2016 · 208 citations
  85. Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGEYvette Graham2015 · 208 citations
  86. Active Example Selection for In-Context LearningYiming Zhang, Shi Feng, Chenhao Tan2022 · 207 citations
  87. Explaining Answers with Entailment TreesBhavana Dalvi, Peter Jansen, Oyvind Tafjord, et al.2021 · 206 citations
  88. Training Question Answering Models From Synthetic DataRaul Puri, Ryan Spring, Mohammad Shoeybi, et al.2020 · 206 citations
  89. Recursive Deep Models for Discourse ParsingJiwei Li, Rumeng Li, Eduard Hovy2014 · 206 citations
  90. Search-o1: Agentic Search-Enhanced Large Reasoning ModelsXiaoxi Li, Guanting Dong, Jiajie Jin, et al.2025 · 205 citations
  91. Entities as Experts: Sparse Memory Access with Entity SupervisionThibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 205 citations
  92. Towards a Unified Multi-Dimensional Evaluator for Text GenerationMing Zhong, Yang Liu, Da Yin, et al.2022 · 204 citations
  93. Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue SummarizationJiaao Chen, Diyi Yang2020 · 202 citations
  94. SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationHyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 201 citations
  95. End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationJindřich Libovický, Jindřich Helcl2018 · 200 citations
  96. CTRLsum: Towards Generic Controllable Text SummarizationJunxian He, Wojciech Kryscinski, Bryan McCann, et al.2022 · 199 citations
  97. Jointly Learning to Align and Translate with Transformer ModelsSarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, et al.2019 · 199 citations
  98. Neural Metaphor Detection in ContextGe Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
  99. Reasoning about Pragmatics with Neural Listeners and SpeakersJacob Andreas, Dan Klein2016 · 198 citations
  100. A General Framework for Distributional SimilarityJulie Weeds, David Weir2003 · 198 citations

1 2 3 4 5 … 8

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/works/page/4/