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Works of United States

3659 · page 20 of 37 · the most cited first · ← United States

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  1. Knowledge-Free Induction of Inflectional MorphologiesPatrick Schone, Daniel Jurafsky2001 · 170 citations
  2. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 170 citations
  3. Generating Sequences by Learning to Self-CorrectSean Welleck, Ximing Lu, Peter West, et al.2022 · 170 citations
  4. LESS: Selecting Influential Data for Targeted Instruction TuningMengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al.2024 · 170 citations
  5. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation CampaignMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2018 · 170 citations
  6. AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-TuningQingru Zhang, Minshuo Chen, Alexander Bukharin, et al.2023 · 170 citations
  7. It Depends: Dependency Parser Comparison Using A Web-based Evaluation ToolJinho D. Choi, Joel Tetreault, Amanda Stent2015 · 169 citations
  8. Self-training Improves Pre-training for Natural Language UnderstandingJingfei Du, Edouard Grave, Beliz Gunel, et al.2021 · 169 citations
  9. Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News DomainMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2021 · 169 citations
  10. P-Stance: A Large Dataset for Stance Detection in Political DomainYingjie Li, Tiberiu Sosea, Aditya Sawant, et al.2021 · 169 citations
  11. Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language ProcessingMinh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, et al.2021 · 169 citations
  12. Offensive Language Identification in GreekZesis Pitenis, Marcos Zampieri, Tharindu Ranasinghe2020 · 169 citations
  13. ClearTK-TimeML: A minimalist approach to TempEval 2013Steven Bethard2013 · 168 citations
  14. Promptagator: Few-shot Dense Retrieval From 8 ExamplesZhuyun Dai, Vincent Y. Zhao, Ji Ma, et al.2022 · 168 citations
  15. Chart GenerationMartin Kay1996 · 168 citations
  16. SqueezeLLM: Dense-and-Sparse QuantizationSehoon Kim, Coleman Hooper, Amir Gholami, et al.2023 · 168 citations
  17. On Releasing Annotator-Level Labels and Information in DatasetsVinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Diaz2021 · 168 citations
  18. Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy OptimizationRajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al.2022 · 168 citations
  19. Social Bias in Elicited Natural Language InferencesRachel Rudinger, Chandler May, Benjamin Van Durme2017 · 168 citations
  20. COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 PandemicArkadiy Saakyan, Tuhin Chakrabarty, Smaranda Muresan2021 · 168 citations
  21. Simple Entity-Centric Questions Challenge Dense RetrieversChristopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, et al.2021 · 168 citations
  22. Aligning Large Multimodal Models with Factually Augmented RLHFZhiqing Sun, Sheng Shen, Shengcao Cao, et al.2023 · 168 citations
  23. Low-Resource Languages Jailbreak GPT-4Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach2023 · 168 citations
  24. Curriculum Learning for Domain Adaptation in Neural Machine TranslationXuan Zhang, Pamela Shapiro, Gaurav Kumar, et al.2019 · 168 citations
  25. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable ModelsTiancheng Zhao, Kaige Xie, Maxine Eskenazi2019 · 168 citations
  26. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsStephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 167 citations
  27. Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 167 citations
  28. Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett2020 · 167 citations
  29. Incrementality and intention-recognition in utterance processingEleni Gregoromichelaki, Ruth Kempson, Matthew Purver, et al.2011 · 167 citations
  30. Effective Parallel Corpus Mining using Bilingual Sentence EmbeddingsMandy Guo, Qinlan Shen, Yinfei Yang, et al.2018 · 167 citations
  31. A Report on the 2018 VUA Metaphor Detection Shared TaskChee Wee (Ben) Leong, Beata Beigman Klebanov, Ekaterina Shutova2018 · 167 citations
  32. Abstract Meaning Representation for Multi-Document SummarizationKexin Liao, Logan Lebanoff, Fei Liu2018 · 167 citations
  33. Epitran: Precision G2P for Many LanguagesDavid R. Mortensen, Siddharth Dalmia, Patrick Littell2018 · 167 citations
  34. Filtering and Mining Parallel Data in a Joint Multilingual SpaceHolger Schwenk2018 · 167 citations
  35. Towards Controllable Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2020 · 167 citations
  36. Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4Kent K. Chang, Mackenzie Cramer, Sandeep Soni, et al.2023 · 166 citations
  37. Parsing Arabic DialectsDavid Chiang, Mona Diab, Nizar Habash, et al.2006 · 166 citations
  38. Structure-Grounded Pretraining for Text-to-SQLXiang Deng, Ahmed Hassan Awadallah, Christopher Meek, et al.2021 · 166 citations
  39. Analyzing the Semantic Types of Claims and Premises in an Online Persuasive ForumChristopher Hidey, Elena Musi, Alyssa Hwang, et al.2017 · 166 citations
  40. On Generative Spoken Language Modeling from Raw AudioKushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 166 citations
  41. The Life and Death of Discourse Entities: Identifying Singleton MentionsMarta Recasens, Marie-Catherine de Marneffe, Christopher Potts2013 · 166 citations
  42. Target-Guided Open-Domain ConversationJianheng Tang, Tiancheng Zhao, Chenyan Xiong, et al.2019 · 166 citations
  43. Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsMikel Artetxe, Holger Schwenk2019 · 165 citations
  44. Generating Coherent Event Schemas at ScaleNiranjan Balasubramanian, Stephen Soderland, Mausam, et al.2013 · 165 citations
  45. Generative Representational Instruction TuningNiklas Muennighoff, Hongjin Su, Liang Wang, et al.2024 · 165 citations
  46. Improving Implicit Discourse Relation Recognition Through Feature Set OptimizationJoonsuk Park, Claire Cardie2012 · 165 citations
  47. Dirt Cheap Web-Scale Parallel Text from the Common CrawlJason R. Smith, Herve Saint-Amand, Magdalena Plamada, et al.2013 · 165 citations
  48. Humor Detection: A Transformer Gets the Last LaughOrion Weller, Kevin Seppi2019 · 165 citations
  49. Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsJian Xie, Kai Zhang, Jiangjie Chen, et al.2023 · 165 citations
  50. Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsOrevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 164 citations
  51. Stronger Baselines for Trustable Results in Neural Machine TranslationMichael Denkowski, Graham Neubig2017 · 164 citations
  52. LCQMC:A Large-scale Chinese Question Matching CorpusXin Liu, Qingcai Chen, Chong Deng, et al.2018 · 164 citations
  53. Controllable Text Simplification with Explicit ParaphrasingMounica Maddela, Fernando Alva-Manchego, Wei Xu2021 · 164 citations
  54. Deciphering Foreign LanguageSujith Ravi, Kevin Knight2011 · 164 citations
  55. Multi-Fact Correction in Abstractive Text SummarizationYue Dong, Shuohang Wang, Zhe Gan, et al.2020 · 163 citations
  56. 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
  57. Better Word Alignments with Supervised ITG ModelsAria Haghighi, John Blitzer, John DeNero, et al.2009 · 163 citations
  58. Joshua: An Open Source Toolkit for Parsing-Based Machine TranslationZhifei Li, Chris Callison-Burch, Chris Dyer, et al.2009 · 163 citations
  59. If beam search is the answer, what was the question?Clara Meister, Ryan Cotterell, Tim Vieira2020 · 163 citations
  60. Creating and Characterizing a Diverse Corpus of Sarcasm in DialogueShereen Oraby, Vrindavan Harrison, Lena Reed, et al.2016 · 163 citations
  61. Question Answering for Privacy Policies: Combining Computational and Legal PerspectivesAbhilasha Ravichander, Alan W Black, Shomir Wilson, et al.2019 · 163 citations
  62. An effective Discourse Parser that uses Rich Linguistic InformationRajen Subba, Barbara Di Eugenio2009 · 163 citations
  63. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  64. Improved Zero-shot Neural Machine Translation via Ignoring Spurious CorrelationsJiatao Gu, Yong Wang, Kyunghyun Cho, et al.2019 · 162 citations
  65. Catastrophic Jailbreak of Open-source LLMs via Exploiting GenerationYangsibo Huang, Samyak Gupta, Mengzhou Xia, et al.2023 · 162 citations
  66. EASSE: Easier Automatic Sentence Simplification EvaluationFernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.2019 · 162 citations
  67. UniPELT: A Unified Framework for Parameter-Efficient Language Model TuningYuning Mao, Lambert Mathias, Rui Hou, et al.2022 · 162 citations
  68. On Evaluation of Adversarial Perturbations for Sequence-to-Sequence ModelsPaul Michel, Xian Li, Graham Neubig, et al.2019 · 162 citations
  69. QuALITY: Question Answering with Long Input Texts, Yes!Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, et al.2022 · 162 citations
  70. Impact of Pretraining Term Frequencies on Few-Shot Numerical ReasoningYasaman Razeghi, Robert L Logan IV, Matt Gardner, et al.2022 · 162 citations
  71. SCROLLS: Standardized CompaRison Over Long Language SequencesUri Shaham, Elad Segal, Maor Ivgi, et al.2022 · 162 citations
  72. LORELEI Language Packs: Data, Tools, and Resources for Technology Development in Low Resource LanguagesStephanie Strassel, Jennifer Tracey2016 · 162 citations
  73. Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task AgentsZihao Wang, Shaofei Cai, Guanzhou Chen, et al.2023 · 162 citations
  74. GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak PromptsJiahao Yu, Xingwei Lin, Zheng Yu, et al.2023 · 162 citations
  75. Morphological Tagging: Data vs. DictionariesJan Hajic2000 · 161 citations
  76. BabyBERTa: Learning More Grammar With Small-Scale Child-Directed LanguagePhilip A. Huebner, Elior Sulem, Fisher Cynthia, et al.2021 · 161 citations
  77. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.2020 · 161 citations
  78. Probing What Different NLP Tasks Teach Machines about Function Word ComprehensionNajoung Kim, Roma Patel, Adam Poliak, et al.2019 · 161 citations
  79. Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine TranslationEva Vanmassenhove, Dimitar Shterionov, Matthew Gwilliam2021 · 161 citations
  80. On Negative Interference in Multilingual Models: Findings and A Meta-Learning TreatmentZirui Wang, Zachary C. Lipton, Yulia Tsvetkov2020 · 161 citations
  81. Large Scale Arabic Error Annotation: Guidelines and FrameworkWajdi Zaghouani, Behrang Mohit, Nizar Habash, et al.2014 · 161 citations
  82. L-Eval: Instituting Standardized Evaluation for Long Context Language ModelsChenxin An, Shansan Gong, Ming Zhong, et al.2023 · 160 citations
  83. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareXilun Chen, Ahmed Hassan Awadallah, Hany Hassan, et al.2019 · 160 citations
  84. The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False DatasetsSamuel Marks, Max Tegmark2023 · 160 citations
  85. Orca 2: Teaching Small Language Models How to ReasonArindam Mitra, Luciano Del Corro, Shweti Mahajan, et al.2023 · 160 citations
  86. Argument Mining with Structured SVMs and RNNsVlad Niculae, Joonsuk Park, Claire Cardie2017 · 160 citations
  87. Towards Robust Semantic Role LabelingSameer S. Pradhan, Wayne Ward, James H. Martin2008 · 160 citations
  88. Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsBofei Gao, Feifan Song, Zhe Yang, et al.2024 · 159 citations
  89. DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer ModelsSam Ade Jacobs, Masahiro Tanaka, Chengming Zhang, et al.2023 · 159 citations
  90. 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
  91. Training on Synthetic Noise Improves Robustness to Natural Noise in Machine TranslationVladimir Karpukhin, Omer Levy, Jacob Eisenstein, et al.2019 · 159 citations
  92. Inferring Which Medical Treatments Work from Reports of Clinical TrialsEric Lehman, Jay DeYoung, Regina Barzilay, et al.2019 · 159 citations
  93. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt CompressionZhuoshi Pan, Qianhui Wu, Huiqiang Jiang, et al.2024 · 159 citations
  94. Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE GamutNathan Schneider, Emily Danchik, Chris Dyer, et al.2014 · 159 citations
  95. Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.2019 · 159 citations
  96. MiniCheck: Efficient Fact-Checking of LLMs on Grounding DocumentsLiyan Tang, Philippe Laban, Greg Durrett2024 · 159 citations
  97. Parsing to Stanford Dependencies: Trade-offs between Speed and AccuracyDaniel Cer, Marie-Catherine de Marneffe, Dan Jurafsky, et al.2010 · 158 citations
  98. 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
  99. Understanding tables with intermediate pre-trainingJulian Eisenschlos, Syrine Krichene, Thomas Müller2020 · 158 citations
  100. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt CompressionHuiqiang Jiang, Qianhui Wu, Xufang Luo, et al.2023 · 158 citations

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