🧑‍🔬 Who cites Cynthia D Rudin

1,051 citations of their works from 509 papers of our library (of the 149,439 whose bibliographies we read) · 92 with a page here, the most cited first · ← Cynthia D Rudin

1. Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models InsteadNature Machine IntelligenceCynthia Rudin2018 · 10,460 citations
2. Towards A Rigorous Science of Interpretable Machine LearningarXiv:1702.08608Finale Doshi-Velez, Been Kim2017 · 3,226 citations
3. On the Opportunities and Risks of Foundation ModelsarXiv:2108.07258Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,160 citations
4. Attention is not not ExplanationConference on Empirical Methods in Natural Language Processing (EMNLP)Sarah Wiegreffe, Yuval Pinter2019 · 1,208 citations
5. "Why Should I Trust You?": Explaining the Predictions of Any ClassifierarXiv:1602.04938Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2016 · 1,205 citations
6. Interpretable Machine Learning: Fundamental Principles and 10 Grand ChallengesarXiv:2103.11251 · Statistics Surveys, 2021Cynthia Rudin; Chaofan Chen; Zhi Chen; Haiyang Huang; Lesia Semenova;, Chudi Zhong2021 · 974 citations
7. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Annual Meeting of the Association for Computational Linguistics (ACL)Alon Jacovi, Yoav Goldberg2020 · 767 citations
8. Cross-lingual Name Tagging and Linking for 282 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 670 citations
9. Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought PromptingConference on Neural Information Processing Systems (NeurIPS)Miles Turpin, Julian Michael, Ethan Perez, et al.2023 · 586 citations
10. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Annual Meeting of the Association for Computational Linguistics (ACL)Peter Hase, Mohit Bansal2020 · 318 citations
11. Challenges and frontiers in abusive content detectionWorkshop on Abusive Language OnlineBertie Vidgen, Alex Harris, Dong Nguyen, et al.2019 · 309 citations
12. Predictability and Surprise in Large Generative ModelsACM Conference on Fairness, Accountability, and Transparency (FAccT)Deep Ganguli, Danny Hernandez, Liane Lovitt, et al.2022 · 268 citations
13. Measuring Faithfulness in Chain-of-Thought ReasoningarXiv:2307.13702Tamera Lanham, Anna Chen, Ansh Radhakrishnan, et al.2023 · 262 citations
14. Learning to Faithfully Rationalize by ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 225 citations
15. Morphological Analysis and Disambiguation for Dialectal ArabicConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nizar Habash, Ryan Roth, Owen Rambow, et al.2013 · 192 citations
16. AI Alignment: A Comprehensive SurveyarXiv:2310.19852Jiaming Ji, Tianyi Qiu, Boyuan Chen, et al.2023 · 173 citations
17. A Report on the 2020 VUA and TOEFL Metaphor Detection Shared TaskWorkshop on Figurative Language ProcessingChee Wee (Ben) Leong, Beata Beigman Klebanov, Chris Hamill, et al.2020 · 138 citations
18. Dialectal to Standard Arabic Paraphrasing to Improve Arabic-English Statistical Machine TranslationWorkshop on Algorithms and Resources for Modelling of Dialects and Language VarietiesWael Salloum, Nizar Habash2011 · 127 citations
19. Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?Findings of the Association for Computational LinguisticsPeter Hase, Shiyue Zhang, Harry Xie, et al.2020 · 126 citations
20. Aligning Faithful Interpretations with their Social AttributionTransactions of the Association for Computational Linguistics (TACL)Alon Jacovi, Yoav Goldberg2021 · 123 citations
21. Mechanistic Interpretability for AI Safety — A ReviewarXiv:2404.14082Leonard Bereska, Efstratios Gavves2024 · 108 citations
22. PRover: Proof Generation for Interpretable Reasoning over RulesConference on Empirical Methods in Natural Language Processing (EMNLP)Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, et al.2020 · 103 citations
23. Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for ArabicNasser Zalmout, Nizar Habash2017 · 97 citations
24. A Report on the 2020 Sarcasm Detection Shared TaskWorkshop on Figurative Language ProcessingDebanjan Ghosh, Avijit Vajpayee, Smaranda Muresan2020 · 92 citations
25. Rethinking Interpretability in the Era of Large Language ModelsarXiv:2402.01761Chandan Singh, Jeevana Priya Inala, Michel Galley, et al.2024 · 87 citations
26. AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment LexiconsAnnual Meeting of the Association for Computational Linguistics (ACL)Nora Al-Twairesh, Hend Al-Khalifa, Abdulmalik Al-Salman2016 · 77 citations
27. Localizing Model Behavior with Path PatchingarXiv:2304.05969Nicholas Goldowsky-Dill, Chris MacLeod, Lucas Sato, et al.2023 · 76 citations
28. Dialectal Arabic to English Machine Translation: Pivoting through Modern Standard ArabicConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Wael Salloum, Nizar Habash2013 · 68 citations
29. A Pipeline Arabic Named Entity Recognition using a Hybrid ApproachInternational Conference on Computational Linguistics (COLING)Mai Oudah, Khaled Shaalan2012 · 61 citations
30. SHAKKIL: An Automatic Diacritization System for Modern Standard Arabic TextsArabic Natural Language Processing Workshop (WANLP)Amany Fashwan, Sameh Alansary2017 · 53 citations
31. Self-Verification Improves Few-Shot Clinical Information ExtractionarXiv:2306.00024 · IMLH 2023Zelalem Gero, Chandan Singh, Hao Cheng, et al.2023 · 51 citations
32. Improved Spelling Error Detection and Correction for ArabicInternational Conference on Computational Linguistics (COLING)Mohammed Attia, Pavel Pecina, Younes Samih, et al.2012 · 51 citations
33. Syntactic Annotation Guidelines for the Quranic Arabic Dependency TreebankKais Dukes, Eric Atwell, Abdul-Baquee M. Sharaf2010 · 48 citations
34. Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological TaggingNasser Zalmout, Nizar Habash2020 · 44 citations
35. An Open-Source Finite State Morphological Transducer for Modern Standard ArabicMohammed Attia, Pavel Pecina, Antonio Toral, et al.2011 · 44 citations
36. Noise-Robust Morphological Disambiguation for Dialectal ArabicNasser Zalmout, Alexander Erdmann, Nizar Habash2018 · 43 citations
37. Goal Driven Discovery of Distributional Differences via Language DescriptionsarXiv:2302.14233Ruiqi Zhong, Peter Zhang, Steve Li, et al.2023 · 42 citations
38. Recall-Oriented Learning of Named Entities in Arabic WikipediaConference of the European Chapter of the Association for Computational Linguistics (EACL)Behrang Mohit, Nathan Schneider, Rishav Bhowmick, et al.2012 · 42 citations
39. Sociodemographic Bias in Language Models: A Survey and Forward PathWorkshop on Gender Bias in Natural Language ProcessingVipul Gupta, Pranav Narayanan Venkit, Shomir Wilson, et al.2023 · 40 citations
40. A Pilot Study on Arabic Multi-Genre Corpus DiacritizationWorkshop on Arabic Natural Language ProcessingHouda Bouamor, Wajdi Zaghouani, Mona Diab, et al.2015 · 30 citations
41. An Accurate Arabic Root-Based Lemmatizer for Information Retrieval PurposesTarek El-Shishtawy, Fatma El-Ghannam2012 · 30 citations
42. The International Corpus of Arabic: Compilation, Analysis and EvaluationEMNLP Workshop on Arabic Natural Language Processing (ANLP)Sameh Alansary, Magdy Nagi2014 · 28 citations
43. Using Deep Morphology to Improve Automatic Error Detection in Arabic Handwriting RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Nizar Habash, Ryan Roth2011 · 26 citations
44. Morphological Analysis and Disambiguation for Gulf Arabic: The Interplay between Resources and MethodsSalam Khalifa, Nasser Zalmout, Nizar Habash2020 · 25 citations
45. Semantic Role Labeling Systems for Arabic using Kernel MethodsAnnual Meeting of the Association for Computational Linguistics (ACL)Mona Diab, Alessandro Moschitti, Daniele Pighin2008 · 25 citations
46. GWU-HASP: Hybrid Arabic Spelling and Punctuation CorrectorEMNLP Workshop on Arabic Natural Language Processing (ANLP)Mohammed Attia, Mohamed Al-Badrashiny, Mona Diab2014 · 24 citations
47. Modeling Cross-Cultural Pragmatic Inference with Codenames DuetFindings of the Association for Computational LinguisticsOmar Shaikh, Caleb Ziems, William Held, et al.2023 · 23 citations
48. A Pointer Network Architecture for Joint Morphological Segmentation and TaggingAmit Seker, Reut Tsarfaty2020 · 22 citations
49. Improving Arabic Dependency Parsing with Form-based and Functional Morphological FeaturesYuval Marton, Nizar Habash, Owen Rambow2011 · 21 citations
50. POS-tagging of Tunisian Dialect Using Standard Arabic Resources and ToolsWorkshop on Arabic Natural Language ProcessingAhmed Hamdi, Alexis Nasr, Nizar Habash, et al.2015 · 20 citations
51. RECKONING: Reasoning through Dynamic Knowledge EncodingConference on Neural Information Processing Systems (NeurIPS)Zeming Chen, Gail Weiss, Eric Mitchell, et al.2023 · 19 citations
52. Building an Arabic Multiword Expressions RepositoryProceedings of the ACL 2012 Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich LanguagesAbdelati Hawwari, Kfir Bar, Mona Diab2012 · 17 citations
53. Simultaneous Tokenization and Part-Of-Speech Tagging for Arabic without a Morphological AnalyzerSeth Kulick2010 · 17 citations
54. ASMA: A System for Automatic Segmentation and Morpho-Syntactic Disambiguation of Modern Standard ArabicRecent Advances in Natural Language Processing (RANLP)Muhammad Abdul-Mageed, Mona Diab, Sandra Kübler2013 · 13 citations
55. Robust Part-of-speech Tagging of Arabic TextWorkshop on Arabic Natural Language ProcessingHanan Aldarmaki, Mona Diab2015 · 11 citations
56. Arabic Diacritics in the Wild: Exploiting Opportunities for Improved DiacritizationAnnual Meeting of the Association for Computational Linguistics (ACL)Salman Elgamal, Ossama Obeid, Mhd Kabbani, et al.2024 · 10 citations
57. Supersense Tagging for Arabic: the MT-in-the-Middle AttackConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nathan Schneider, Behrang Mohit, Chris Dyer, et al.2013 · 10 citations
58. A New Approach to Lexical Disambiguation of Arabic TextConference on Empirical Methods in Natural Language Processing (EMNLP)Rushin Shah, Paramveer S. Dhillon, Mark Liberman, et al.2010 · 10 citations
59. The Power of Language Music: Arabic Lemmatization through PatternsInternational Conference on Computational Linguistics (COLING)Mohammed Attia, Ayah Zirikly, Mona Diab2016 · 8 citations
60. A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic ContextarXiv:2501.06859Noureldin Zahran, Aya E. Fouda, Radwa J. Hanafy, et al.2025 · 7 citations
61. Arabic Diacritization Using Morphologically Informed Character-Level ModelMuhammad Morsy Elmallah, Mahmoud Reda, Kareem Darwish, et al.2024 · 7 citations
62. NULL at SemEval-2022 Task 6: Intended Sarcasm Detection Using Stylistically Fused Contextualized Representation and Deep LearningInternational Workshop on Semantic Evaluation (SemEval)Mostafa Rahgouy, Hamed Babaei Giglou, Taher Rahgooy, et al.2022 · 6 citations
63. Handling Unknown Words in Arabic FST MorphologyInternational Workshop on Finite State Methods and Natural Language ProcessingKhaled Shaalan, Mohammed Attia2012 · 6 citations
64. “When Words Fail, Emojis Prevail”: A Novel Architecture for Generating Sarcastic Sentences With Emoji Using Valence Reversal and Semantic IncongruityAnnual Meeting of the Association for Computational Linguistics (ACL)Faria Binte Kader, Nafisa Hossain Nujat, Tasmia Binte Sogir, et al.2023 · 5 citations
65. Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM BenchmarksGo Inoue, Bashar Alhafni, Nizar Habash, et al.2026 · 4 citations
66. Computational Sarcasm Analysis on Social Media: A Systematic ReviewarXiv:2209.06170Faria Binte Kader, Nafisa Hossain Nujat, Tasmia Binte Sogir, et al.2022 · 4 citations
67. Parallel Deep Learning-Driven Sarcasm Detection from Pop Culture Text and English Humor LiteraturearXiv:2106.05752 · In RAAI 2020. Advances in Intelligent Systems and Computing, vol 1355 (2021)Sourav Das, Anup Kumar Kolya2020 · 4 citations
68. Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization ModelsInternational Conference on Computational Linguistics (COLING)Nasser Zalmout, Nizar Habash2020 · 4 citations
69. Book Reviews: Introduction to Arabic Natural Language Processing by Nizar Y. HabashComputational LinguisticsImed Zitouni2011 · 4 citations
70. A Dataset for Metaphor Detection in Early Medieval Hebrew PoetryMichael Toker, Oren Mishali, Ophir Münz-Manor, et al.2024 · 3 citations
71. Lemmatization as a Classification Task: Results from Arabic across Multiple GenresMostafa Saeed, Nizar Habash2025 · 2 citations
72. The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet GenerationEdwin Agnew, Michelle Qiu, Lily Zhu, et al.2023 · 2 citations
73. The Floating Arabic Dictionary: An Automatic Method for Updating a Lexical Database through the Detection and Lemmatization of Unknown WordsInternational Conference on Computational Linguistics (COLING)Mohammed Attia, Younes Samih, Khaled Shaalan, et al.2012 · 2 citations
74. Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health CareWorkshop on Computational Linguistics and Clinical PsychologyVassilis Lyberatos, Edmund Dervakos, Eleni Adamidi, et al.2026 · 1 citation
75. Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication in CodenamesarXiv:2408.04900Isadora White, Sashrika Pandey, Michelle Pan2024 · 1 citation
76. De l'arabe standard vers l'arabe dialectal : projection de corpus et ressources linguistiques en vue du traitement automatique de l'oral dans les médias tunisiens [From Modern Standard Arabic to Tunisian dialect: corpus projection and linguistic resources towards the automatic processing of speech in the Tunisian media]Traitement Automatique des LanguesRahma Boujelbane, Mariem Ellouze, Frédéric Béchet, et al.2014 · 1 citation
77. Actionable Interpretability for Churn Classification: A Text Bottleneck Model Case Study at a Major Telecom ProviderAnnual Meeting of the Association for Computational Linguistics (ACL)Adrian Sauter, Vera Neplenbroek, Georgios Vlassopoulos, et al.2026
78. DIMAS-OMOP: A Deliberative Intelligence-Based Multi-Agent System for Chinese Medical Text Standardization toward OMOPWorkshop on Multilinguality in the Era of Large Language ModelsHanlin Lv, Xiao Wang, Kesong Wu, et al.2026
79. Explain the Synth: Interpretable Evaluation of LLM Data SynthesisAnnual Meeting of the Association for Computational Linguistics (ACL)Yue Yang, Fan Yang, Yu Bai, et al.2026
80. FMISUYotkovaKastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric SignalsInternational Workshop on Semantic Evaluation (SemEval)Elitsa Yotkova, Violeta Kastreva, Dimitar Dimitrov, et al.2026
81. Generalization or Memorization? Multi-Agent vs. Baseline LLMs and AutoML Models for Tabular ClassificationFindings of the Association for Computational LinguisticsAida Sanatizadeh, Sorouralsadat Fatemi, Reza Mousavi, et al.2026
82. Show or Tell? Modeling the evolution of request-making in Human-LLM conversationsFindings of the Association for Computational LinguisticsShengqi Zhu, Jeffrey Rzeszotarski, David Mimno2026
83. Stylometric Approach to AI-generated Texts. An Analysis of Contemporary French-Language LiteratureWorkshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL)Adam Pawłowski, Tomasz Walkowiak2026
84. Through the Sentence Lens: Explainable Essay Scoring through Fine-Grained PredictionsWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Daniel Mora Melanchthon, Stefan Keller, Andrea Horbach2026
85. Tree-of-Evidence: Efficient “System 2” Search for Faithful Multimodal GroundingFindings of the Association for Computational LinguisticsMicky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong, et al.2026
86. UniCite: A Dataset and Unified Hierarchical Taxonomy for Multi-Dimensional Citation AnalysisNatural Scientific Language Processing (NSLP) @ LRECAmina Mourky, Elena Leitner, Julian Moreno-Schneider, et al.2026
87. Lemmatizing Dialectal Arabic with Sequence-to-Sequence ModelsArabic Natural Language Processing Conference (ArabicNLP)Mostafa Saeed, Nizar Habash2025
88. Large Language Models and Biblical Hebrew: Limitations, pitfalls, opportunitiesCamil Staps2024
89. Survey on Hallucinations in Large Language Models (大语言模型的幻觉问题研究综述)Journal of SoftwareZeyuan Liu (刘泽垣), Pengjiang Wang (王鹏江), Xiaobin Song (宋晓斌), et al.2024
90. Part-of-Speech and Morphological Tagging of Algerian Judeo-ArabicNorthern European Journal of Language TechnologyOfra Tirosh-Becker, Michal Kessler, Oren Becker, et al.2022
91. Evaluation of a possibilistic classification approach for Arabic texts disambiguation (Evaluation d'une approche de classification possibiliste pour la désambiguïsation des textes arabes) [in French]JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)Raja Ayed, Ibrahim Bounhas, Bilel Elayeb, et al.2014
92. Arabic-Segmentation Combination Strategies for Statistical Machine TranslationLanguage Resources and Evaluation Conference (LREC)Saab Mansour, Hermann Ney2012

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