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Works of Transactions of the Association for Computational Linguistics (TACL)

132 works · page 1 of 2 · the most cited first · ← Transactions of the Association for Computational…

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  1. Natural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,031 citations
  2. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,580 citations
  3. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,540 citations
  4. Named Entity Recognition with Bidirectional LSTM-CNNsJason P. C. Chiu, Eric Nichols2015 · 2,276 citations
  5. Enriching Word Vectors with Subword InformationPiotr Bojanowski, Edouard Grave, Armand Joulin, et al.2017 · 2,218 citations
  6. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,127 citations
  7. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,541 citations
  8. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,493 citations
  9. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
  10. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,048 citations
  11. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,026 citations
  12. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
  13. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
  14. Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
  15. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
  16. What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language ModelsAllyson Ettinger2020 · 843 citations
  17. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glass2019 · 735 citations
  18. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 691 citations
  19. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citations
  20. Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine TranslationMarkus Freitag, George Foster, David Grangier, et al.2021 · 660 citations
  21. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 660 citations
  22. Problems in Current Text Simplification Research: New Data Can HelpWei Xu, Chris Callison-Burch, Courtney Napoles2015 · 659 citations
  23. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 646 citations
  24. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 627 citations
  25. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsYoav Artzi, Luke Zettlemoyer2013 · 592 citations
  26. Leveraging Pre-trained Checkpoints for Sequence Generation TasksSascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 562 citations
  27. Cross-Sentence N-ary Relation Extraction with Graph LSTMsNanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 553 citations
  28. Fully Character-Level Neural Machine Translation without Explicit SegmentationJason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 545 citations
  29. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 500 citations
  30. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
  31. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  32. oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
  33. MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
  34. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran2022 · 415 citations
  35. Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, et al.2017 · 404 citations
  36. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringShamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
  37. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
  38. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
  39. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
  40. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  41. From Paraphrase Database to Compositional Paraphrase Model and BackJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 375 citations
  42. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2016 · 365 citations
  43. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
  44. Temporal Annotation in the Clinical DomainWilliam F. Styler IV, Steven Bethard, Sean Finan, et al.2014 · 349 citations
  45. xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error DetectionNuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.2024 · 333 citations
  46. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 331 citations
  47. A Joint Model for Entity Analysis: Coreference, Typing, and LinkingGreg Durrett, Dan Klein2014 · 329 citations
  48. Improving Distributional Similarity with Lessons Learned from Word EmbeddingsOmer Levy, Yoav Goldberg, Ido Dagan2015 · 313 citations
  49. Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover, et al.2018 · 311 citations
  50. Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  51. Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesGowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, et al.2022 · 307 citations
  52. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
  53. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 283 citations
  54. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPJiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
  55. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 247 citations
  56. Hallucinations in Large Multilingual Translation ModelsNuno M. Guerreiro, Duarte M. Alves, Jonas Waldendorf, et al.2023 · 244 citations
  57. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
  58. The Benefits of a Model of AnnotationRebecca J. Passonneau, Bob Carpenter2014 · 238 citations
  59. FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao, et al.2022 · 234 citations
  60. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
  61. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
  62. An Empirical Analysis of Formality in Online CommunicationEllie Pavlick, Joel Tetreault2016 · 215 citations
  63. Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?Byung-Doh Oh, William Schuler2023 · 211 citations
  64. Exploring Human-Like Translation Strategy with Large Language ModelsZhiwei He, Tian Liang, Wenxiang Jiao, et al.2024 · 207 citations
  65. One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse RelationsYangfeng Ji, Jacob Eisenstein2015 · 198 citations
  66. Multilingual Projection for Parsing Truly Low-Resource LanguagesŽeljko Agić, Anders Johannsen, Barbara Plank, et al.2016 · 195 citations
  67. Time-Aware Language Models as Temporal Knowledge BasesBhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 194 citations
  68. Ordinal Common-sense InferenceSheng Zhang, Rachel Rudinger, Kevin Duh, et al.2017 · 192 citations
  69. Entity Linking meets Word Sense Disambiguation: a Unified ApproachAndrea Moro, Alessandro Raganato, Roberto Navigli2014 · 188 citations
  70. Planning with Learned Entity Prompts for Abstractive SummarizationShashi Narayan, Yao Zhao, Joshua Maynez, et al.2021 · 180 citations
  71. On Generative Spoken Language Modeling from Raw AudioKushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 165 citations
  72. When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMsRyo Kamoi, Yusen Zhang, Nan Zhang, et al.2024 · 159 citations
  73. Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.2019 · 159 citations
  74. Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE GamutNathan Schneider, Emily Danchik, Chris Dyer, et al.2014 · 159 citations
  75. Testing the Predictions of Surprisal Theory in 11 LanguagesEthan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
  76. Automatic Detection and Language Identification of Multilingual DocumentsMarco Lui, Jey Han Lau, Timothy Baldwin2014 · 157 citations
  77. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 156 citations
  78. Colors in Context: A Pragmatic Neural Model for Grounded Language UnderstandingWill Monroe, Robert X.D. Hawkins, Noah D. Goodman, et al.2017 · 155 citations
  79. Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, et al.2020 · 153 citations
  80. Locally Typical SamplingClara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 152 citations
  81. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesXinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 148 citations
  82. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  83. Syntax-Guided Controlled Generation of ParaphrasesAshutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, et al.2020 · 131 citations
  84. Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel Ballesteros2018 · 130 citations
  85. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Dagan2019 · 129 citations
  86. Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence NetworksR. Thomas McCoy, Robert Frank, Tal Linzen2020 · 122 citations
  87. High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural MetricsMarkus Freitag, David Grangier, Qijun Tan, et al.2022 · 120 citations
  88. Task-Oriented Dialogue as Dataflow SynthesisJacob Andreas, John Bufe, David Burkett, et al.2020 · 119 citations
  89. Latent Structures for Coreference ResolutionSebastian Martschat, Michael Strube2015 · 111 citations
  90. AMR-To-Text Generation with Graph TransformerTianming Wang, Xiaojun Wan, Hanqi Jin2020 · 108 citations
  91. Investigating Reasons for Disagreement in Natural Language InferenceNan-Jiang Jiang, Marie-Catherine de Marneffe2022 · 104 citations
  92. Measuring Machine Translation Errors in New DomainsAnn Irvine, John Morgan, Marine Carpuat, et al.2013 · 104 citations
  93. In-Order Transition-based Constituent ParsingJiangming Liu, Yue Zhang2017 · 98 citations
  94. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New LanguagesDingquan Wang, Jason Eisner2016 · 98 citations
  95. Minimally-Supervised Morphological Segmentation using Adaptor GrammarsKairit Sirts, Sharon Goldwater2013 · 94 citations
  96. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
  97. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language GenerationPatrick Fernandes, Aman Madaan, Emmy Liu, et al.2023 · 84 citations
  98. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
  99. Coreference Resolution through a seq2seq Transition-Based SystemBernd Bohnet, Chris Alberti, Michael Collins2023 · 77 citations
  100. Idiomatic Expression Identification using Semantic CompatibilityZiheng Zeng, Suma Bhat2021 · 75 citations

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