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Works of Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

324 works · page 2 of 4 · the most cited first · ← Conference of the North American Chapter of the…

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  1. Catching the Drift: Probabilistic Content Models, with Applications to Generation and SummarizationRegina Barzilay, Lillian Lee2004 · 411 citations
  2. A Smorgasbord of Features for Statistical Machine TranslationFranz Josef Och, Daniel Gildea, Sanjeev Khudanpur, et al.2004 · 402 citations
  3. A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosMichael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 399 citations
  4. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.2021 · 397 citations
  5. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 397 citations
  6. Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Albert Webson, Ellie Pavlick2022 · 396 citations
  7. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 390 citations
  8. Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
  9. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question ComplexitySoyeong Jeong, Jinheon Baek, Sukmin Cho, et al.2024 · 381 citations
  10. Learning from Bullying Traces in Social MediaJun-Ming Xu, Kwang-Sung Jun, Xiaojin Zhu, et al.2012 · 381 citations
  11. A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations
  12. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersPradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 372 citations
  13. Learning for Semantic Parsing with Statistical Machine TranslationYuk Wah Wong, Raymond Mooney2006 · 370 citations
  14. What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 369 citations
  15. Name Tagging with Word Clusters and Discriminative TrainingScott Miller, Jethran Guinness, Alex Zamanian2004 · 365 citations
  16. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 364 citations
  17. Combining Language and Vision with a Multimodal Skip-gram ModelAngeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 362 citations
  18. Arabic Preprocessing Schemes for Statistical Machine TranslationNizar Habash, Fatiha Sadat2006 · 358 citations
  19. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceChi Sun, Luyao Huang, Xipeng Qiu2019 · 356 citations
  20. Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 356 citations
  21. Bayesian Inference for PCFGs via Markov Chain Monte CarloMark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
  22. Using “Annotator Rationales” to Improve Machine Learning for Text CategorizationOmar Zaidan, Jason Eisner, Christine Piatko2007 · 352 citations
  23. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 349 citations
  24. Exploiting Semantic Role Labeling, WordNet and Wikipedia for Coreference ResolutionSimone Paolo Ponzetto, Michael Strube2006 · 346 citations
  25. Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 344 citations
  26. Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsPeter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 343 citations
  27. Cross-lingual Word Clusters for Direct Transfer of Linguistic StructureOscar Täckström, Ryan McDonald, Jakob Uszkoreit2012 · 340 citations
  28. Toward Abstractive Summarization Using Semantic RepresentationsFei Liu, Jeffrey Flanigan, Sam Thomson, et al.2015 · 337 citations
  29. Efficient Attentions for Long Document SummarizationLuyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 334 citations
  30. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsThomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
  31. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  32. Paraphrasing for Automatic EvaluationDavid Kauchak, Regina Barzilay2006 · 321 citations
  33. GSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 317 citations
  34. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell2016 · 317 citations
  35. The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant2018 · 316 citations
  36. How many data points is a prompt worth?Teven Le Scao, Alexander Rush2021 · 315 citations
  37. Precision and Recall of Machine TranslationI. Dan Melamed, Ryan Green, Joseph P. Turian2003 · 308 citations
  38. Extracting Parallel Sentences from Comparable Corpora using Document Level AlignmentJason R. Smith, Chris Quirk, Kristina Toutanova2010 · 302 citations
  39. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL GenerationTao Yu, Zifan Li, Zilin Zhang, et al.2018 · 301 citations
  40. Distant Supervision for Relation Extraction with an Incomplete Knowledge BaseBonan Min, Ralph Grishman, Li Wan, et al.2013 · 299 citations
  41. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 294 citations
  42. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementHua He, Jimmy Lin2016 · 293 citations
  43. Black Holes and White Rabbits: Metaphor Identification with Visual FeaturesEkaterina Shutova, Douwe Kiela, Jean Maillard2016 · 292 citations
  44. Neural language models as psycholinguistic subjects: Representations of syntactic stateRichard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
  45. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceTal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
  46. Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New SentencesBo Pang, Kevin Knight, Daniel Marcu2003 · 289 citations
  47. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationAlexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 288 citations
  48. Structural Scaffolds for Citation Intent Classification in Scientific PublicationsArman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 287 citations
  49. Machine Translation of Arabic DialectsRabih Zbib, Erika Malchiodi, Jacob Devlin, et al.2012 · 285 citations
  50. Text Generation from Knowledge Graphs with Graph TransformersRik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.2019 · 284 citations
  51. Improvements in Phrase-Based Statistical Machine TranslationRichard Zens, Hermann Ney2004 · 284 citations
  52. Contextualized Perturbation for Textual Adversarial AttackDianqi Li, Yizhe Zhang, Hao Peng, et al.2021 · 282 citations
  53. Ranking Sentences for Extractive Summarization with Reinforcement LearningShashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 279 citations
  54. TRUE: Re-evaluating Factual Consistency EvaluationOr Honovich, Roee Aharoni, Jonathan Herzig, et al.2022 · 276 citations
  55. Parser Combination by ReparsingKenji Sagae, Alon Lavie2006 · 276 citations
  56. Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring TasksNandan Thakur, Nils Reimers, Johannes Daxenberger, et al.2021 · 275 citations
  57. A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsDongyeop Kang, Waleed Ammar, Bhavana Dalvi, et al.2018 · 274 citations
  58. Applying Many-to-Many Alignments and Hidden Markov Models to Letter-to-Phoneme ConversionSittichai Jiampojamarn, Grzegorz Kondrak, Tarek Sherif2007 · 274 citations
  59. Re-examining Machine Translation Metrics for Paraphrase IdentificationNitin Madnani, Joel Tetreault, Martin Chodorow2012 · 271 citations
  60. Statistical Phrase-Based Post-EditingMichel Simard, Cyril Goutte, Pierre Isabelle2007 · 270 citations
  61. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsYung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
  62. A Transition-based Algorithm for AMR ParsingChuan Wang, Nianwen Xue, Sameer Pradhan2015 · 268 citations
  63. Learning Global Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart M. Shieber2016 · 264 citations
  64. Selective Attention for Context-aware Neural Machine TranslationSameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
  65. A Comparison of Pivot Methods for Phrase-Based Statistical Machine TranslationMasao Utiyama, Hitoshi Isahara2007 · 263 citations
  66. Detection of Abusive Language: the Problem of Biased DatasetsMichael Wiegand, Josef Ruppenhofer, Thomas Kleinbauer2019 · 259 citations
  67. Multi-Reward Reinforced Summarization with Saliency and EntailmentRamakanth Pasunuru, Mohit Bansal2018 · 252 citations
  68. Tied Multitask Learning for Neural Speech TranslationAntonios Anastasopoulos, David Chiang2018 · 250 citations
  69. Improved Part-of-Speech Tagging for Online Conversational Text with Word ClustersOlutobi Owoputi, Brendan O'Connor, Chris Dyer, et al.2013 · 243 citations
  70. Trusting Your Evidence: Hallucinate Less with Context-aware DecodingWeijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 240 citations
  71. The Curious Case of Hallucinations in Neural Machine TranslationVikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt2021 · 240 citations
  72. Stance Classification using Dialogic Properties of PersuasionMarilyn Walker, Pranav Anand, Rob Abbott, et al.2012 · 240 citations
  73. Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingOshin Agarwal, Heming Ge, Siamak Shakeri, et al.2021 · 238 citations
  74. Structured Perceptron with Inexact SearchLiang Huang, Suphan Fayong, Yang Guo2012 · 235 citations
  75. The Importance of Modeling Social Factors of Language: Theory and PracticeDirk Hovy, Diyi Yang2021 · 234 citations
  76. FUDGE: Controlled Text Generation With Future DiscriminatorsKevin Yang, Dan Klein2021 · 234 citations
  77. Classical Structured Prediction Losses for Sequence to Sequence LearningSergey Edunov, Myle Ott, Michael Auli, et al.2018 · 232 citations
  78. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationAmit Moryossef, Yoav Goldberg, Ido Dagan2019 · 230 citations
  79. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelI-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
  80. Open-Domain Question Answering Goes Conversational via Question RewritingRaviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, et al.2021 · 227 citations
  81. Hurdles to Progress in Long-form Question AnsweringKalpesh Krishna, Aurko Roy, Mohit Iyyer2021 · 227 citations
  82. Joint Determination of Anaphoricity and Coreference Resolution using Integer ProgrammingPascal Denis, Jason Baldridge2007 · 224 citations
  83. Two Contrasting Data Annotation Paradigms for Subjective NLP TasksPaul Röttger, Bertie Vidgen, Dirk Hovy, et al.2022 · 219 citations
  84. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsIvan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 217 citations
  85. Annotating and Modeling Fine-grained Factuality in SummarizationTanya Goyal, Greg Durrett2021 · 215 citations
  86. Coreference Resolution in a Modular, Entity-Centered ModelAria Haghighi, Dan Klein2010 · 215 citations
  87. Probing the Need for Visual Context in Multimodal Machine TranslationOzan Caglayan, Pranava Madhyastha, Lucia Specia, et al.2019 · 214 citations
  88. First-Order Probabilistic Models for Coreference ResolutionAron Culotta, Michael Wick, Andrew McCallum2007 · 212 citations
  89. Unsupervised Morphological Segmentation with Log-Linear ModelsHoifung Poon, Colin Cherry, Kristina Toutanova2009 · 210 citations
  90. For the sake of simplicity: Unsupervised extraction of lexical simplifications from WikipediaMark Yatskar, Bo Pang, Cristian Danescu-Niculescu-Mizil, et al.2010 · 209 citations
  91. XOR QA: Cross-lingual Open-Retrieval Question AnsweringAkari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 206 citations
  92. On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Nouha Dziri, Sivan Milton, Mo Yu, et al.2022 · 205 citations
  93. Improved Lexically Constrained Decoding for Translation and Monolingual RewritingJ. Edward Hu, Huda Khayrallah, Ryan Culkin, et al.2019 · 198 citations
  94. The emergence of number and syntax units in LSTM language modelsYair Lakretz, German Kruszewski, Theo Desbordes, et al.2019 · 194 citations
  95. HONEST: Measuring Hurtful Sentence Completion in Language ModelsDebora Nozza, Federico Bianchi, Dirk Hovy2021 · 190 citations
  96. GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerUrchade Zaratiana, Nadi Tomeh, Pierre Holat, et al.2024 · 189 citations
  97. When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language ModelsBenjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.2021 · 189 citations
  98. Integrating Stance Detection and Fact Checking in a Unified CorpusRamy Baly, Mitra Mohtarami, James Glass, et al.2018 · 186 citations
  99. compare-mt: A Tool for Holistic Comparison of Language Generation SystemsGraham Neubig, Zi-Yi Dou, Junjie Hu, et al.2019 · 185 citations
  100. Arabic Diacritization through Full Morphological TaggingNizar Habash, Owen Rambow2007 · 184 citations

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