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Works of Carnegie Mellon University

278 works · page 3 of 3 · the most cited first · ← Carnegie Mellon University

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  1. ProofNet: Autoformalizing and Formally Proving Undergraduate-Level MathematicsZhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, et al.2023 · 141 citations
  2. TICO-19: the Translation Initiative for COvid-19Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, et al.2020 · 133 citations
  3. TOFU: A Task of Fictitious Unlearning for LLMsPratyush Maini, Zhili Feng, Avi Schwarzschild, et al.2024 · 133 citations
  4. Long-context LLMs Struggle with Long In-context LearningTianle Li, Ge Zhang, Quy Duc Do, et al.2024 · 132 citations
  5. EuroLLM: Multilingual Language Models for EuropePedro Henrique Martins, Patrick Fernandes, Joao Alves, et al.2024 · 131 citations
  6. SOTOPIA: Interactive Evaluation for Social Intelligence in Language AgentsXuhui Zhou, Hao Zhu, Leena Mathur, et al.2023 · 127 citations
  7. EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Rose, et al.2019 · 122 citations
  8. INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic FeedbackWenda Xu, Danqing Wang, Liangming Pan, et al.2023 · 122 citations
  9. Comprehensive Annotation of Multiword Expressions in a Social Web CorpusNathan Schneider, Spencer Onuffer, Nora Kazour, et al.2014 · 120 citations
  10. Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the AmericasManuel Mager, Arturo Oncevay, Abteen Ebrahimi, et al.2021 · 118 citations
  11. Unified Guidelines and Resources for Arabic Dialect OrthographyNizar Habash, Fadhl Eryani, Salam Khalifa, et al.2018 · 117 citations
  12. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationYixin Liu, Alexander R. Fabbri, Pengfei Liu, et al.2022 · 116 citations
  13. Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language ModelsYangzhen Wu, Zhiqing Sun, Shanda Li, et al.2024 · 114 citations
  14. A Corpus and Model Integrating Multiword Expressions and SupersensesNathan Schneider, Noah A. Smith2015 · 111 citations
  15. Olmo 3Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
  16. Unbabel's Participation in the WMT20 Metrics Shared TaskRicardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 98 citations
  17. A Joint Sequential and Relational Model for Frame-Semantic ParsingBishan Yang, Tom Mitchell2017 · 98 citations
  18. A Corpus for Multilingual Document Classification in Eight LanguagesHolger Schwenk, Xian Li2018 · 91 citations
  19. Supervised Within-Document Event Coreference using Information PropagationZhengzhong Liu, Jun Araki, Eduard Hovy, et al.2014 · 90 citations
  20. Frame-Semantic Role Labeling with Heterogeneous AnnotationsMeghana Kshirsagar, Sam Thomson, Nathan Schneider, et al.2015 · 88 citations
  21. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language GenerationPatrick Fernandes, Aman Madaan, Emmy Liu, et al.2023 · 84 citations
  22. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  23. A New Entity Salience Task with Millions of Training ExamplesJesse Dunietz, Daniel Gillick2014 · 80 citations
  24. Modality and Negation in SIMT Use of Modality and Negation in Semantically-Informed Syntactic MTKathryn Baker, Michael Bloodgood, Bonnie J. Dorr, et al.2012 · 77 citations
  25. Arabic Speech Recognition by End-to-End, Modular Systems and HumanAmir Hussein, Shinji Watanabe, Ahmed Ali2021 · 76 citations
  26. Detecting Subevent Structure for Event Coreference ResolutionJun Araki, Zhengzhong Liu, Eduard Hovy, et al.2014 · 65 citations
  27. Joint Event Trigger Identification and Event Coreference Resolution with Structured PerceptronJun Araki, Teruko Mitamura2015 · 56 citations
  28. The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in DialogueSopan Khosla, Juntao Yu, Ramesh Manuvinakurike, et al.2021 · 47 citations
  29. Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language ModelLeonie Weissweiler, Valentin Hofmann, Anjali Kantharuban2023 · 47 citations
  30. Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling ApproachesDaniel Fried, Nicholas Tomlin, Jennifer Hu, et al.2023 · 36 citations
  31. Ontology-Aware Token Embeddings for Prepositional Phrase AttachmentPradeep Dasigi, Waleed Ammar, Chris Dyer, et al.2017 · 35 citations
  32. Structured Dialogue Discourse ParsingTa-Chung Chi, Alexander Rudnicky2022 · 34 citations
  33. Handling Syntactic Divergence in Low-resource Machine TranslationChunting Zhou, Xuezhe Ma, Junjie Hu, et al.2019 · 33 citations
  34. A Spelling Correction Corpus for Multiple Arabic DialectsFadhl Eryani, Nizar Habash, Houda Bouamor, et al.2020 · 31 citations
  35. Approximating an Interlingua in a Principled WayEduard Hovy, Sergei Nirenburg1992 · 31 citations
  36. Feature-Rich Translation by Quasi-Synchronous Lattice ParsingKevin Gimpel, Noah A. Smith2009 · 30 citations
  37. Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated TasksJimin Sun, Hwijeen Ahn, Chan Young Park, et al.2021 · 28 citations
  38. MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseZihao Deng, Yinghao Ma, Yudong Liu, et al.2024 · 27 citations
  39. Using Type Information to Improve Entity Coreference ResolutionSopan Khosla, Carolyn Rose2020 · 27 citations
  40. Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional GenerationHaoyang Wen, Alexander Hauptmann2023 · 26 citations
  41. Exploring the steps of Verb Phrase EllipsisZhengzhong Liu, Edgar Gonzàlez Pellicer, Daniel Gillick2016 · 25 citations
  42. Creating a Translation Matrix of the Bible's Names Across 591 LanguagesWinston Wu, Nidhi Vyas, David Yarowsky2018 · 25 citations
  43. A Structured Distributional Semantic Model for Event Co-referenceKartik Goyal, Sujay Kumar Jauhar, Huiying Li, et al.2013 · 24 citations
  44. Balancing Expressiveness and Simplicity in an Interlingua for Task Based DialogueLori Levin, Donna Gates, Dorcas Pianta, et al.2002 · 24 citations
  45. The Arabic Parallel Gender Corpus 2.0: Extensions and AnalysesBashar Alhafni, Nizar Habash, Houda Bouamor2022 · 21 citations
  46. Computational Language Acquisition with Theory of MindAndy Liu, Hao Zhu, Emmy Liu, et al.2023 · 21 citations
  47. Hierarchical Aggregation of Dialectal Data for Arabic Dialect IdentificationNurpeiis Baimukan, Houda Bouamor, Nizar Habash2022 · 17 citations
  48. Spectral Semi-Supervised Discourse Relation ClassificationRobert Fisher, Reid Simmons2015 · 17 citations
  49. Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash, et al.2018 · 17 citations
  50. Machine Translation between Hebrew and Arabic: Needs, Challenges and Preliminary SolutionsReshef Shilon, Nizar Habash, Alon Lavie, et al.2010 · 17 citations
  51. Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingEmmy Liu, Aditi Chaudhary, Graham Neubig2023 · 17 citations
  52. Event Detection Using Frame-Semantic ParserEvangelia Spiliopoulou, Eduard Hovy, Teruko Mitamura2017 · 17 citations
  53. Sarcasm Target Identification: Dataset and An Introductory ApproachAditya Joshi, Pranav Goel, Pushpak Bhattacharyya, et al.2018 · 16 citations
  54. "You might think about slightly revising the title": Identifying Hedges in Peer-tutoring InteractionsYann Raphalen, Chloé Clavel, Justine Cassell2022 · 15 citations
  55. The Universal Anaphora ScorerJuntao Yu, Sopan Khosla, Nafise Sadat Moosavi, et al.2022 · 15 citations
  56. The Correct Place of Lexical Semantics in Interlingual MTLori Levin, Sergei Nirenburg1994 · 14 citations
  57. Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition TriggersAndre Cianflone, Yulan Feng, Jad Kabbara, et al.2018 · 10 citations
  58. Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference ResolutionNupoor Gandhi, Anjalie Field, Emma Strubell2023 · 10 citations
  59. Unsupervised Data Selection for TTS: Using Arabic Broadcast News as a Case StudyMassa Baali, Tomoki Hayashi, Hamdy Mubarak, et al.2023 · 9 citations
  60. Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?Sweta Agrawal, Amin Farajian, Patrick Fernandes, et al.2024 · 8 citations
  61. A Morphologically-Analyzed CHILDES Corpus of HebrewBracha Nir, Brian MacWhinney, Shuly Wintner2010 · 7 citations
  62. Fine-Grained Reward Optimization for Machine Translation using Error Severity MappingsMiguel Moura Ramos, Tomás Almeida, Daniel Vareta, et al.2026 · 7 citations
  63. A Factored Functional Dependency Transformation of the English Penn Treebank for Probabilistic Surface GenerationIrene Langkilde-Geary, Justin Betteridge2006 · 5 citations
  64. When to generate hedges in peer-tutoring interactionsAlafate Abulimiti, Chloé Clavel, Justine Cassell2023 · 4 citations
  65. A Morphologically Annotated Hebrew CHILDES CorpusAviad Albert, Brian MacWhinney, Bracha Nir, et al.2012 · 4 citations
  66. PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringWookje Han, Jinsol Park, Kyungjae Lee2023 · 4 citations
  67. Phonikud: Overcoming Phonetic Underspecification for Hebrew Text-To-SpeechYakov Kolani, Maxim Melichov, Cobi Calev, et al.2025 · 3 citations
  68. Applying the Cognitive Machine Translation Evaluation Approach to ArabicIrina Temnikova, Wajdi Zaghouani, Stephan Vogel, et al.2016 · 3 citations
  69. AmaSQuAD: A Benchmark for Amharic Extractive Question AnsweringNebiyou Daniel Hailemariam, Blessed Guda, Tsegazeab Tefferi2025 · 2 citations
  70. DALILA: The Dialectal Arabic Linguistic Learning AssistantSalam Khalifa, Houda Bouamor, Nizar Habash2016 · 2 citations
  71. Parser combinators for Tigrinya and Oromo morphologyPatrick Littell, Tom McCoy, Na-Rae Han, et al.2018 · 2 citations
  72. AMIYA Shared Task: Arabic Modeling In Your Accent at VarDial 2026Nathaniel R. Robinson, Shahd Abdelmoneim, Anjali Kantharuban, et al.2026 · 1 citation
  73. Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026Enes Yavuz Ugan, Maike Züfle, Yuka Ko, et al.2026 · 1 citation
  74. Model Transfer for Event tracking as Transcript Understanding for Videos of Small Group InteractionSumit Agarwal, Rosanna Vitiello, Carolyn Rosé2022
  75. Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X CommunitiesAmal Alqahtani, Rana Salama, Mona Diab2026
  76. ReNikud: Audio-Supervised Hebrew Grapheme-to-Phoneme ConversionMaxim Melichov, Yakov Kolani, Morris Alper2026
  77. From sunblock to softblock: Analyzing the correlates of neology in published writing and on social mediaMaria Ryskina, Matthew R. Gormley, Kyle Mahowald, et al.2026
  78. A Practical Evaluation Method for Long-Form Simultaneous Speech-to-Speech TranslationYulin Xue, Siqi Ouyang, Lei Li2026

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