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Who cites Carolyn Penstein Rosé

491 citations of their works from 453 papers of our library (of the 149,439 whose bibliographies we read) · 104 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Carolyn Penstein Rosé

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  1. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsarXiv:1905.00537Alex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,227 citations
  2. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
  3. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,662 citations
  4. Adversarial NLI: A New Benchmark for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Nie, Adina Williams, Emily Dinan, et al.2020 · 1,296 citations
  5. Can Large Language Models Transform Computational Social Science?Computational LinguisticsCaleb Ziems, William Held, Omar Shaikh, et al.2023 · 790 citations
  6. Analysis Methods in Neural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Yonatan Belinkov, James Glass2019 · 740 citations
  7. Style Transfer Through Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 558 citations
  8. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 531 citations
  9. Pretrained Transformers Improve Out-of-Distribution RobustnessAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 452 citations
  10. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaao Chen, Zichao Yang, Diyi Yang2020 · 417 citations
  11. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 352 citations
  12. Neural Unsupervised Domain Adaptation in NLP–-A SurveyInternational Conference on Computational Linguistics (COLING)Alan Ramponi, Barbara Plank2020 · 336 citations
  13. Gender Bias in Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  14. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsarXiv:2306.04528Kaijie Zhu, Jindong Wang, Jiaheng Zhou, et al.2023 · 305 citations
  15. Information-Theoretic Probing for Linguistic StructureAnnual Meeting of the Association for Computational Linguistics (ACL)Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 298 citations
  16. Computational Sociolinguistics: A SurveyComputational LinguisticsDong Nguyen, A. Seza Doğruöz, Carolyn P. Rosé, et al.2016 · 288 citations
  17. Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, et al.2021 · 277 citations
  18. Injecting Numerical Reasoning Skills into Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mor Geva, Ankit Gupta, Jonathan Berant2020 · 269 citations
  19. Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualWorkshop on Deep Learning Approaches for Low-Resource NLPHe He, Sheng Zha, Haohan Wang2019 · 260 citations
  20. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT ModelsConference on Neural Information Processing Systems (NeurIPS)Boxin Wang, Weixin Chen, Hengzhi Pei, et al.2023 · 259 citations
  21. The Importance of Modeling Social Factors of Language: Theory and PracticeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dirk Hovy, Diyi Yang2021 · 238 citations
  22. HateCheck: Functional Tests for Hate Speech Detection ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Röttger, Bertie Vidgen, Dong Nguyen, et al.2021 · 204 citations
  23. mGPT: Few-Shot Learners Go MultilingualarXiv:2204.07580Oleh Shliazhko, Alena Fenogenova, Maria Tikhonova, et al.2022 · 203 citations
  24. Collecting Diverse Natural Language Inference Problems for Sentence Representation EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Adam Poliak, Aparajita Haldar, Rachel Rudinger, et al.2018 · 193 citations
  25. LILA: A Unified Benchmark for Mathematical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Swaroop Mishra, Matthew Finlayson, Pan Lu, et al.2022 · 179 citations
  26. Translation Artifacts in Cross-lingual Transfer LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Mikel Artetxe, Gorka Labaka, Eneko Agirre2020 · 176 citations
  27. Probing What Different NLP Tasks Teach Machines about Function Word ComprehensionJoint Conference on Lexical and Computational Semantics (*SEM)Najoung Kim, Roma Patel, Adam Poliak, et al.2019 · 163 citations
  28. Question Answering for Privacy Policies: Combining Computational and Legal PerspectivesConference on Empirical Methods in Natural Language Processing (EMNLP)Abhilasha Ravichander, Alan W Black, Shomir Wilson, et al.2019 · 163 citations
  29. On Evaluation of Adversarial Perturbations for Sequence-to-Sequence ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Paul Michel, Xian Li, Graham Neubig, et al.2019 · 162 citations
  30. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.2020 · 161 citations
  31. Mapping the Americanization of English in Space and TimePLoS ONEBruno Gonçalves, Lucia Loureiro-Porto, Jose J. Ramasco, et al.2017 · 157 citations
  32. INFOTABS: Inference on Tables as Semi-structured DataAnnual Meeting of the Association for Computational Linguistics (ACL)Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, et al.2020 · 150 citations
  33. Measure and Improve Robustness in NLP Models: A SurveyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xuezhi Wang, Haohan Wang, Diyi Yang2022 · 148 citations
  34. OCNLI: Original Chinese Natural Language InferencearXiv:2010.05444Hai Hu, Kyle Richardson, Liang Xu, et al.2020 · 148 citations
  35. Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?Conference of the European Chapter of the Association for Computational Linguistics (EACL)Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy2021 · 144 citations
  36. Inoculation by Fine-Tuning: A Method for Analyzing Challenge DatasetsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nelson F. Liu, Roy Schwartz, Noah A. Smith2019 · 138 citations
  37. UnNatural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Koustuv Sinha, Prasanna Parthasarathi, Joelle Pineau, et al.2021 · 135 citations
  38. An Analysis of Natural Language Inference Benchmarks through the Lens of NegationMd Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, et al.2020 · 130 citations
  39. Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and NegationAtticus Geiger, Kyle Richardson, Christopher Potts2020 · 123 citations
  40. EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Rose, et al.2019 · 123 citations
  41. Probing Natural Language Inference Models through Semantic FragmentsProceedings of the AAAI Conference on Artificial IntelligenceKyle Richardson, Hai Hu, Lawrence S. Moss, et al.2019 · 102 citations
  42. Generating Data to Mitigate Spurious Correlations in Natural Language Inference DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxiang Wu, Matt Gardner, Pontus Stenetorp, et al.2022 · 99 citations
  43. Understanding by Understanding Not: Modeling Negation in Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, et al.2021 · 98 citations
  44. Diagnosing the First-Order Logical Reasoning Ability Through LogicNLIConference on Empirical Methods in Natural Language Processing (EMNLP)Jidong Tian, Yitian Li, Wenqing Chen, et al.2021 · 86 citations
  45. Evaluating BERT for natural language inference: A case study on the CommitmentBankConference on Empirical Methods in Natural Language Processing (EMNLP)Nanjiang Jiang, Marie-Catherine de Marneffe2019 · 72 citations
  46. Towards Robustifying NLI Models Against Lexical Dataset BiasesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Zhou, Mohit Bansal2020 · 70 citations
  47. VALUE: Understanding Dialect Disparity in NLUCaleb Ziems, Jiaao Chen, Camille Harris, et al.2022 · 67 citations
  48. Figurative Language in Recognizing Textual EntailmentFindings of the Association for Computational LinguisticsTuhin Chakrabarty, Debanjan Ghosh, Adam Poliak, et al.2021 · 63 citations
  49. Posing Fair Generalization Tasks for Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Atticus Geiger, Ignacio Cases, Lauri Karttunen, et al.2019 · 61 citations
  50. Characterizing English Variation across Social Media Communities with BERTTransactions of the Association for Computational Linguistics (TACL)Li Lucy, David Bamman2021 · 57 citations
  51. On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERTJoint Conference on Lexical and Computational Semantics (*SEM)Abhilasha Ravichander, Eduard Hovy, Kaheer Suleman, et al.2020 · 55 citations
  52. ConjNLI: Natural Language Inference Over Conjunctive SentencesConference on Empirical Methods in Natural Language Processing (EMNLP)Swarnadeep Saha, Yixin Nie, Mohit Bansal2020 · 51 citations
  53. Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented DataWorkshop on Insights from Negative Results in NLPWilliam Huang, Haokun Liu, Samuel R. Bowman2020 · 51 citations
  54. ANLIzing the Adversarial Natural Language Inference DatasetSociety for Computation in Linguistics (SCiL)Adina Williams, Tristan Thrush, Douwe Kiela2022 · 48 citations
  55. A Neural Entity Coreference Resolution ReviewExpert Systems with Applications, Volume 168, 15 April 2021, 114,466Nikolaos Stylianou, Ioannis Vlahavas2019 · 48 citations
  56. An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language InferenceConference on Computational Natural Language Learning (CoNLL)Tianyu Liu, Xin Zheng, Xiaoan Ding, et al.2020 · 37 citations
  57. Compositional Evaluation on Japanese Textual Entailment and SimilarityTransactions of the Association for Computational Linguistics (TACL)Hitomi Yanaka, Koji Mineshima2022 · 33 citations
  58. HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language InferenceLanguage Resources and Evaluation Conference (LREC)Tianyu Liu, Xin Zheng, Baobao Chang, et al.2020 · 28 citations
  59. SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language InferenceMartin Schmitt, Hinrich Schütze2019 · 28 citations
  60. Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and modelsarXiv:2005.14709Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro2020 · 24 citations
  61. Stress Test Evaluation of Transformer-based Models in Natural Language Understanding TasksLanguage Resources and Evaluation Conference (LREC)Carlos Aspillaga, Andrés Carvallo, Vladimir Araujo2020 · 17 citations
  62. AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersAnnual Meeting of the Association for Computational Linguistics (ACL)Li Lucy, Suchin Gururangan, Luca Soldaini, et al.2024 · 15 citations
  63. The Universal Anaphora ScorerLanguage Resources and Evaluation Conference (LREC)Juntao Yu, Sopan Khosla, Nafise Sadat Moosavi, et al.2022 · 15 citations
  64. Adversarial Analysis of Natural Language Inference SystemsarXiv:1912.03441Tiffany Chien, Jugal Kalita2019 · 15 citations
  65. Curing the SICK and Other NLI MaladiesComputational LinguisticsAikaterini-Lida Kalouli, Hai Hu, Alexander F. Webb, et al.2023 · 14 citations
  66. The CODI-CRAC 2022 Shared Task on Anaphora, Bridging, and Discourse Deixis in DialogueJuntao Yu, Sopan Khosla, Ramesh Manuvinakurike, et al.2022 · 14 citations
  67. Exploring Effective Dialogue Act Sequences in One-on-one Computer Science Tutoring DialoguesWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Lin Chen, Barbara Di Eugenio, Davide Fossati, et al.2011 · 14 citations
  68. Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Sara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar2022 · 13 citations
  69. Code-Switching as a Social Act: The Case of Arabic Wikipedia Talk PagesWorkshop on NLP and Computational Social ScienceMichael Yoder, Shruti Rijhwani, Carolyn Rosé, et al.2017 · 13 citations
  70. Multilingual Coreference Resolution in Multiparty DialogueTransactions of the Association for Computational Linguistics (TACL)Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, et al.2023 · 11 citations
  71. Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human RatingsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPHendrik Schuff, Hsiu-Yu Yang, Heike Adel, et al.2021 · 11 citations
  72. How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?Transactions of the Association for Computational Linguistics (TACL)Neha Srikanth, Marine Carpuat, Rachel Rudinger2024 · 10 citations
  73. The Universal Anaphora Scorer 2.0International Conference on Computational SemanticsJuntao Yu, Michal Novák, Abdulrahman Aloraini, et al.2023 · 10 citations
  74. Corpus-Guided Contrast Sets for Morphosyntactic Feature Detection in Low-Resource English VarietiesWorkshop on NLP Applications to Field LinguisticsTessa Masis, Anissa Neal, Lisa Green, et al.2022 · 10 citations
  75. Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-TaskWorkshop on Computational Approaches to Discourse (CODI)Tatiana Anikina, Cennet Oguz, Natalia Skachkova, et al.2021 · 10 citations
  76. How Fast can BERT Learn Simple Natural Language Inference?Conference of the European Chapter of the Association for Computational Linguistics (EACL)Yi-Chung Lin, Keh-Yih Su2021 · 10 citations
  77. Scoring Coreference Chains with Split-Antecedent AnaphorsSilviu Paun, Juntao Yu, Nafise Sadat Moosavi, et al.2023 · 9 citations
  78. Simple but Challenging: Natural Language Inference Models Fail on Simple SentencesFindings of the Association for Computational LinguisticsCheng Luo, Wei Liu, Jieyu Lin, et al.2022 · 7 citations
  79. Investigating Multilingual Coreference Resolution by Universal AnnotationsFindings of the Association for Computational LinguisticsHaixia Chai, Michael Strube2023 · 6 citations
  80. PairSpanBERT: An Enhanced Language Model for Bridging ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Hideo Kobayashi, Yufang Hou, Vincent Ng2023 · 6 citations
  81. Evaluating Numeracy of Language Models as a Natural Language Inference TaskFindings of the Association for Computational LinguisticsRahmad Mahendra, Damiano Spina, Lawrence Cavedon, et al.2025 · 4 citations
  82. It is not True that Transformers are Inductive Learners: Probing NLI Models with External NegationConference of the European Chapter of the Association for Computational Linguistics (EACL)Michael Sullivan2024 · 4 citations
  83. The ARRAU 3.0 CorpusWorkshop on Computational Approaches to Discourse (CODI)Massimo Poesio, Maris Camilleri, Paloma Carretero Garcia, et al.2024 · 4 citations
  84. Universal Anaphora: The First Three YearsLanguage Resources and Evaluation Conference (LREC)Massimo Poesio, Maciej Ogrodniczuk, Vincent Ng, et al.2024 · 4 citations
  85. FANCY: A Diagnostic Data-Set for NLI ModelsItalian Conference on Computational LinguisticsGuido Rocchietti, Flavia Achena, Giuseppe Marziano, et al.2021 · 4 citations
  86. GUMBridge: A Corpus for Varieties of Bridging AnaphoraLauren Levine, Amir Zeldes2026 · 3 citations
  87. How Hard is this Test Set? NLI Characterization by Exploiting Training DynamicsConference on Empirical Methods in Natural Language Processing (EMNLP)Adrian Cosma, Stefan Ruseti, Mihai Dascalu, et al.2024 · 3 citations
  88. End-to-End Neural Bridging ResolutionInternational Conference on Computational Linguistics (COLING)Hideo Kobayashi, Yufang Hou, Vincent Ng2022 · 3 citations
  89. The Role of Common Ground for Referential Expressions in Social DialoguesWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Jaap Kruijt, Piek Vossen2022 · 3 citations
  90. Thunder-NUBench: A Benchmark for LLMs' Sentence-Level Negation UnderstandingFindings of the Association for Computational LinguisticsYeonkyoung So, Gyuseong Lee, Sungmok Jung, et al.2026 · 2 citations
  91. Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yiyuan Li, Rakesh Menon, Sayan Ghosh, et al.2023 · 2 citations
  92. Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language InferenceProceedings of the 1st Workshop on Natural Language Reasoning and Structured Explanations (NLRSE)Sushma Anand Akoju, Robert Vacareanu, Eduardo Blanco, et al.2023 · 2 citations
  93. From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking EvidenceLanguage Resources and Evaluation Conference (LREC)Premtim Sahitaj, Jawan Kolanowski, Ariana Sahitaj, et al.2026 · 1 citation
  94. Start Making Sense(s): A Developmental Probe of Attention Specialization Using Lexical AmbiguityTransactions of the Association for Computational Linguistics (TACL)Pamela D. Rivière, Sean Trott2026 · 1 citation
  95. Towards a Diagnostic and Predictive Evaluation Methodology for Sequence Labeling TasksLanguage Resources and Evaluation Conference (LREC)Elena Alvarez-Mellado, Julio Gonzalo2026 · 1 citation
  96. The diffusion of scientific terms – tracing individuals' influence in the history of science for EnglishWorkshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL)Yuri Bizzoni, Stefania Degaetano-Ortlieb, Katrin Menzel, et al.2021 · 1 citation
  97. A Fine-tuned ASR Model for Historical American Dialect RecordingsLanguage Resources and Evaluation Conference (LREC)Steven Coats2026
  98. E-CONAN (Entailment, CONtradition And Neutral) Diagnostics Dataset Investigating Linguistic Phenomena in Arabic Natural Language UnderstandingarXiv:2609.33530Khloud AL Jallad, Nada Ghneim, Ghaida Rebdawi2026
  99. LLMBridge: An LLM Pipeline for End-to-end Referential Bridging Resolution in EnglisharXiv:2605.29048Lauren Levine, Amir Zeldes2026
  100. Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Ayan Sar, Pranav Singh Puri, Sumit Aich, et al.2026

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