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Works of Carnegie Mellon University

278 works · page 2 of 3 · the most cited first · ← Carnegie Mellon University

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  1. Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 344 citations
  2. SimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationYixin Liu, Pengfei Liu2021 · 340 citations
  3. Generating Natural Questions About an ImageNasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.2016 · 339 citations
  4. Parsing English with a Link GrammarDaniel D. Sleator, Davy Temperley1993 · 339 citations
  5. Toward Abstractive Summarization Using Semantic RepresentationsFei Liu, Jeffrey Flanigan, Sam Thomson, et al.2015 · 337 citations
  6. The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
  7. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 333 citations
  8. Problems With Evaluation of Word Embeddings Using Word Similarity TasksManaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, et al.2016 · 332 citations
  9. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsThomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
  10. Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalLuyu Gao, Jamie Callan2022 · 328 citations
  11. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 327 citations
  12. A Dataset for Document Grounded ConversationsKangyan Zhou, Shrimai Prabhumoye, Alan W Black2018 · 324 citations
  13. Controlling Output Length in Neural Encoder-DecodersYuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
  14. Rapid Adaptation of Neural Machine Translation to New LanguagesGraham Neubig, Junjie Hu2018 · 320 citations
  15. GSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 317 citations
  16. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell2016 · 317 citations
  17. Choosing Transfer Languages for Cross-Lingual LearningYu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 313 citations
  18. Learning to Mine Aligned Code and Natural Language Pairs from Stack OverflowPengcheng Yin, Bowen Deng, Edgar Chen, et al.2018 · 306 citations
  19. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 305 citations
  20. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsKaijie Zhu, Jindong Wang, Jiaheng Zhou, et al.2023 · 301 citations
  21. ALFWorld: Aligning Text and Embodied Environments for Interactive LearningMohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.2020 · 299 citations
  22. A Dependency Parser for TweetsLingpeng Kong, Nathan Schneider, Swabha Swayamdipta, et al.2014 · 298 citations
  23. Incorporating Discrete Translation Lexicons into Neural Machine TranslationPhilip Arthur, Graham Neubig, Satoshi Nakamura2016 · 298 citations
  24. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringYanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 295 citations
  25. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationXinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 287 citations
  26. Learning to Translate in Real-time with Neural Machine TranslationJiatao Gu, Graham Neubig, Kyunghyun Cho, et al.2017 · 286 citations
  27. A Bayesian Mixed Effects Model of Literary CharacterDavid Bamman, Ted Underwood, Noah A. Smith2014 · 285 citations
  28. Scoring Coreference Partitions of Predicted Mentions: A Reference ImplementationSameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.2014 · 284 citations
  29. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskenazi2020 · 283 citations
  30. Fine-grained Fact Verification with Kernel Graph Attention NetworkZhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
  31. MEGA: Multilingual Evaluation of Generative AIKabir Ahuja, Harshita Diddee, Rishav Hada, et al.2023 · 281 citations
  32. Paraphrase Identification as Probabilistic Quasi-Synchronous RecognitionDipanjan Das, Noah A. Smith2009 · 276 citations
  33. Parser Combination by ReparsingKenji Sagae, Alon Lavie2006 · 276 citations
  34. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 275 citations
  35. A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsDongyeop Kang, Waleed Ammar, Bhavana Dalvi, et al.2018 · 274 citations
  36. Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsTianle Cai, Yuhong Li, Zhengyang Geng, et al.2024 · 271 citations
  37. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 266 citations
  38. Towards Understanding and Mitigating Social Biases in Language ModelsPaul Pu Liang, Chiyu Wu, Louis-Philippe Morency, et al.2021 · 263 citations
  39. Condenser: a Pre-training Architecture for Dense RetrievalLuyu Gao, Jamie Callan2021 · 261 citations
  40. DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesOmar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 261 citations
  41. Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
  42. Re-evaluating Evaluation in Text SummarizationManik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, et al.2020 · 256 citations
  43. Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualHe He, Sheng Zha, Haohan Wang2019 · 254 citations
  44. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence ModelsHarsh Jhamtani, Varun Gangal, Eduard Hovy, et al.2017 · 251 citations
  45. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesJiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
  46. Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 246 citations
  47. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelAhmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
  48. Factuality Challenges in the Era of Large Language ModelsIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 241 citations
  49. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  50. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetLianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.2023 · 235 citations
  51. Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
  52. Adaptation of the translation model for statistical machine translation based on information retrievalAlmut Silja Hildebrand, Matthias Eck, Stephan Vogel, et al.2005 · 230 citations
  53. Detecting Hallucinated Content in Conditional Neural Sequence GenerationChunting Zhou, Graham Neubig, Jiatao Gu, et al.2021 · 229 citations
  54. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
  55. MTNT: A Testbed for Machine Translation of Noisy TextPaul Michel, Graham Neubig2018 · 224 citations
  56. Unsupervised Evaluation of Interactive Dialog with DialoGPTShikib Mehri, Maxine Eskenazi2020 · 223 citations
  57. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsSeungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 220 citations
  58. Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 220 citations
  59. Systematic Inequalities in Language Technology Performance across the World's LanguagesDamian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 214 citations
  60. Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsGreg Durrett, Taylor Berg-Kirkpatrick, Dan Klein2016 · 209 citations
  61. A Classifier-Based Parser with Linear Run-Time ComplexityKenji Sagae, Alon Lavie2005 · 207 citations
  62. Recursive Deep Models for Discourse ParsingJiwei Li, Rumeng Li, Eduard Hovy2014 · 206 citations
  63. Towards a Unified Multi-Dimensional Evaluator for Text GenerationMing Zhong, Yang Liu, Da Yin, et al.2022 · 204 citations
  64. Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAdithya Pratapa, Gayatri Bhat, Monojit Choudhury, et al.2018 · 202 citations
  65. SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationHyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 201 citations
  66. CTRLsum: Towards Generic Controllable Text SummarizationJunxian He, Wojciech Kryscinski, Bryan McCann, et al.2022 · 199 citations
  67. Scalable Extraction of Training Data from (Production) Language ModelsMilad Nasr, Nicholas Carlini, Jonathan Hayase, et al.2023 · 197 citations
  68. Generative Data Augmentation for Commonsense ReasoningYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 194 citations
  69. Fine-Grained Arabic Dialect IdentificationMohammad Salameh, Houda Bouamor, Nizar Habash2018 · 191 citations
  70. compare-mt: A Tool for Holistic Comparison of Language Generation SystemsGraham Neubig, Zi-Yi Dou, Junjie Hu, et al.2019 · 185 citations
  71. ISO 24617-2: A semantically-based standard for dialogue annotationHarry Bunt, Jan Alexandersson, Jae-Woong Choe, et al.2012 · 182 citations
  72. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsXiaochuang Han, Byron C. Wallace, Yulia Tsvetkov2020 · 180 citations
  73. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationShivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
  74. Investigating Cultural Alignment of Large Language ModelsBadr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al.2024 · 177 citations
  75. Findings of the IWSLT 2022 Evaluation CampaignAntonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, et al.2022 · 177 citations
  76. A Multidialectal Parallel Corpus of ArabicHouda Bouamor, Nizar Habash, Kemal Oflazer2014 · 175 citations
  77. Epitran: Precision G2P for Many LanguagesDavid R. Mortensen, Siddharth Dalmia, Patrick Littell2018 · 167 citations
  78. Effective Parallel Corpus Mining using Bilingual Sentence EmbeddingsMandy Guo, Qinlan Shen, Yinfei Yang, et al.2018 · 166 citations
  79. Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsOrevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 164 citations
  80. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsStephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 164 citations
  81. Stronger Baselines for Trustable Results in Neural Machine TranslationMichael Denkowski, Graham Neubig2017 · 164 citations
  82. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesAbteen Ebrahimi, Manuel Mager, Arturo Oncevay, et al.2022 · 163 citations
  83. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  84. On Negative Interference in Multilingual Models: Findings and A Meta-Learning TreatmentZirui Wang, Zachary C. Lipton, Yulia Tsvetkov2020 · 161 citations
  85. Large Scale Arabic Error Annotation: Guidelines and FrameworkWajdi Zaghouani, Behrang Mohit, Nizar Habash, et al.2014 · 160 citations
  86. Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE GamutNathan Schneider, Emily Danchik, Chris Dyer, et al.2014 · 159 citations
  87. FacTool: Factuality Detection in Generative AI — A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosI-Chun Chern, Steffi Chern, Shiqi Chen, et al.2023 · 158 citations
  88. Unsupervised Text Style Transfer using Language Models as DiscriminatorsZichao Yang, Zhiting Hu, Chris Dyer, et al.2018 · 157 citations
  89. The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation EvaluationPatrick Fernandes, Daniel Deutsch, Mara Finkelstein, et al.2023 · 156 citations
  90. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksJing Yu Koh, Robert Lo, Lawrence Jang, et al.2024 · 156 citations
  91. A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationDavid Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 155 citations
  92. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 155 citations
  93. Generation from Abstract Meaning Representation using Tree TransducersJeffrey Flanigan, Chris Dyer, Noah A. Smith, et al.2016 · 152 citations
  94. ChatGPT MT: Competitive for High- (but Not Low-) Resource LanguagesNathaniel Robinson, Perez Ogayo, David R. Mortensen, et al.2023 · 151 citations
  95. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  96. ProsocialDialog: A Prosocial Backbone for Conversational AgentsHyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 149 citations
  97. Neural Models for Reasoning over Multiple Mentions Using CoreferenceBhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 147 citations
  98. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 144 citations
  99. Quality-Aware Decoding for Neural Machine TranslationPatrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 143 citations
  100. Generative Verifiers: Reward Modeling as Next-Token PredictionLunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 143 citations

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