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Works of Annual Meeting of the Association for Computational Linguistics (ACL)

1,021 works · page 3 of 11 · the most cited first · ← Annual Meeting of the Association for…

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  1. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 556 citations
  2. Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 554 citations
  3. Event Detection and Domain Adaptation with Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 554 citations
  4. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationMia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 552 citations
  5. Dependency Treelet Translation: Syntactically Informed Phrasal SMTChris Quirk, Arul Menezes, Colin Cherry2005 · 549 citations
  6. Precise Zero-Shot Dense Retrieval without Relevance LabelsLuyu Gao, Xueguang Ma, Jimmy Lin, et al.2022 · 545 citations
  7. Automatic Annotation and Evaluation of Error Types for Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Ted Briscoe2017 · 534 citations
  8. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningArmen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 530 citations
  9. Creating Training Corpora for NLG Micro-PlannersClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 526 citations
  10. VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and InterpretationChanghan Wang, Morgane Riviere, Ann Lee, et al.2021 · 522 citations
  11. Generation that Exploits Corpus-Based Statistical KnowledgeIrene Langkilde, Kevin Knight1998 · 521 citations
  12. Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchChris Hokamp, Qun Liu2017 · 520 citations
  13. How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceHaoxi Zhong, Chaojun Xiao, Cunchao Tu, et al.2020 · 518 citations
  14. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
  15. The Social Impact of Natural Language ProcessingDirk Hovy, Shannon L. Spruit2016 · 516 citations
  16. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsJohn Giorgi, Osvald Nitski, Bo Wang, et al.2021 · 513 citations
  17. An Unsupervised Approach to Recognizing Discourse RelationsDaniel Marcu, Abdessamad Echihabi2002 · 513 citations
  18. A Discriminative Graph-Based Parser for the Abstract Meaning RepresentationJeffrey Flanigan, Sam Thomson, Jaime Carbonell, et al.2014 · 508 citations
  19. The LAMBADA dataset: Word prediction requiring a broad discourse contextDenis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 506 citations
  20. FLAT: Chinese NER Using Flat-Lattice TransformerXiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 503 citations
  21. ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsJohn Wieting, Kevin Gimpel2018 · 503 citations
  22. The Second Release of the RASP SystemTed Briscoe, John Carroll, Rebecca Watson2006 · 503 citations
  23. Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based ApproachHwee Tou Ng, Hian Beng Lee1996 · 502 citations
  24. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 494 citations
  25. Using Predicate-Argument Structures for Information ExtractionMihai Surdeanu, Sanda Harabagiu, John Williams, et al.2003 · 491 citations
  26. A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier, et al.2017 · 487 citations
  27. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 486 citations
  28. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 486 citations
  29. Discovering Relations among Named Entities from Large CorporaTakaaki Hasegawa, Satoshi Sekine, Ralph Grishman2004 · 486 citations
  30. What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
  31. Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 483 citations
  32. Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 482 citations
  33. Learning Multilingual Subjective Language via Cross-Lingual ProjectionsRada Mihalcea, Carmen Banea, Janyce Wiebe2007 · 482 citations
  34. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
  35. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.2020 · 480 citations
  36. Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
  37. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, et al.2020 · 472 citations
  38. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 469 citations
  39. PPT: Pre-trained Prompt Tuning for Few-shot LearningYuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 467 citations
  40. Learning Synchronous Grammars for Semantic Parsing with Lambda CalculusYuk Wah Wong, Raymond Mooney2007 · 464 citations
  41. Word-Sense Disambiguation Using Statistical MethodsPeter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, et al.1991 · 464 citations
  42. Hierarchical Transformers for Multi-Document SummarizationYang Liu, Mirella Lapata2019 · 462 citations
  43. End-to-end learning of semantic role labeling using recurrent neural networksJie Zhou, Wei Xu2015 · 462 citations
  44. Pseudo-Projective Dependency ParsingJoakim Nivre, Jens Nilsson2005 · 461 citations
  45. Distributional Semantics in TechnicolorElia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 459 citations
  46. Graph-to-Sequence Learning using Gated Graph Neural NetworksDaniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 456 citations
  47. Learning Semantic Correspondences with Less SupervisionPercy Liang, Michael Jordan, Dan Klein2009 · 455 citations
  48. Discourse Segmentation of Multi-Party ConversationMichel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.2003 · 455 citations
  49. Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, et al.2019 · 454 citations
  50. Tree-to-String Alignment Template for Statistical Machine TranslationYang Liu, Qun Liu, Shouxun Lin2006 · 454 citations
  51. Deep Keyphrase GenerationRui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 453 citations
  52. LinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 452 citations
  53. Forest Rescoring: Faster Decoding with Integrated Language ModelsLiang Huang, David Chiang2007 · 452 citations
  54. Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion ModelYitao Cai, Huiyu Cai, Xiaojun Wan2019 · 450 citations
  55. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsChaoqun He, Renjie Luo, Yuzhuo Bai, et al.2024 · 448 citations
  56. Reading Level Assessment Using Support Vector Machines and Statistical Language ModelsSarah Schwarm, Mari Ostendorf2005 · 447 citations
  57. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou2019 · 446 citations
  58. Context-Aware Neural Machine Translation Learns Anaphora ResolutionElena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 446 citations
  59. Neural Document Summarization by Jointly Learning to Score and Select SentencesQingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 446 citations
  60. Contrastive Estimation: Training Log-Linear Models on Unlabeled DataNoah A. Smith, Jason Eisner2005 · 445 citations
  61. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
  62. Masked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 444 citations
  63. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
  64. OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsSeungwhan Moon, Pararth Shah, Anuj Kumar, et al.2019 · 444 citations
  65. Finding Predominant Word Senses in Untagged TextDiana McCarthy, Rob Koeling, Julie Weeds, et al.2004 · 443 citations
  66. Pretrained Transformers Improve Out-of-Distribution RobustnessDan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 442 citations
  67. An IR Approach for Translating New Words from Nonparallel, Comparable TextsPascale Fung, Lo Yuen Yee1998 · 442 citations
  68. Automatic construction of a hypernym-labeled noun hierarchy from textSharon A. Caraballo1999 · 441 citations
  69. DECISION LISTS FOR LEXICAL AMBIGUITY RESOLUTION: Application to Accent Restoration in Spanish and FrenchDavid Yarowsky1994 · 441 citations
  70. Paraphrase-Driven Learning for Open Question AnsweringAnthony Fader, Luke Zettlemoyer, Oren Etzioni2013 · 438 citations
  71. Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 437 citations
  72. Recognizing Named Entities in TweetsXiaohua Liu, Shaodian Zhang, Furu Wei, et al.2011 · 435 citations
  73. Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 433 citations
  74. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich Schütze2020 · 431 citations
  75. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesWenqiang Lei, Xisen Jin, Min-Yen Kan, et al.2018 · 426 citations
  76. Learning Bilingual Lexicons from Monolingual CorporaAria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, et al.2008 · 426 citations
  77. Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.2017 · 425 citations
  78. Natural Language Inference by Tree-Based Convolution and Heuristic MatchingLili Mou, Rui Men, Ge Li, et al.2016 · 425 citations
  79. Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsKevin Clark, Christopher D. Manning2016 · 422 citations
  80. Data Augmentation for Low-Resource Neural Machine TranslationMarzieh Fadaee, Arianna Bisazza, Christof Monz2017 · 419 citations
  81. Tailoring Continuous Word Representations for Dependency ParsingMohit Bansal, Kevin Gimpel, Karen Livescu2014 · 418 citations
  82. Automatic sense prediction for implicit discourse relations in textEmily Pitler, Annie Louis, Ani Nenkova2009 · 418 citations
  83. Harnessing Context Incongruity for Sarcasm DetectionAditya Joshi, Vinita Sharma, Pushpak Bhattacharyya2015 · 415 citations
  84. Word Sense Disambiguation Improves Statistical Machine TranslationYee Seng Chan, Hwee Tou Ng, David Chiang2007 · 415 citations
  85. Weight Poisoning Attacks on Pretrained ModelsKeita Kurita, Paul Michel, Graham Neubig2020 · 414 citations
  86. PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classificationEllie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, et al.2015 · 414 citations
  87. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkXiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 408 citations
  88. Abstractive Document Summarization with a Graph-Based Attentional Neural ModelJiwei Tan, Xiaojun Wan, Jianguo Xiao2017 · 407 citations
  89. A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationJunyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 407 citations
  90. Using Document Level Cross-Event Inference to Improve Event ExtractionShasha Liao, Ralph Grishman2010 · 407 citations
  91. Using Syntax to Disambiguate Explicit Discourse Connectives in TextEmily Pitler, Ani Nenkova2009 · 407 citations
  92. Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 406 citations
  93. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based ProjectionsDipanjan Das, Slav Petrov2011 · 406 citations
  94. Compositional Semantic Parsing on Semi-Structured TablesPanupong Pasupat, Percy Liang2015 · 404 citations
  95. Social Biases in NLP Models as Barriers for Persons with DisabilitiesBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, et al.2020 · 402 citations
  96. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsAndrea Madotto, Chien-Sheng Wu, Pascale Fung2018 · 401 citations
  97. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  98. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAlisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 399 citations
  99. A Unified Generative Framework for Aspect-based Sentiment AnalysisHang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
  100. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 396 citations

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