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785 papers of our library cite it (of the 140,884 whose bibliographies we read) · 74 with a page here, the most cited first · ← the paper

  1. Language Models are Few-Shot LearnersTom B. Brown, Benjamin Mann, Nick Ryder, et al.2020 · 10,782 citations
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  8. What Makes Good In-Context Examples for GPT-3?Jiachang Liu, Dinghan Shen, Yizhe Zhang, et al.2022 · 1,235 citations
  9. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,234 citations
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  15. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.2020 · 735 citations
  16. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataPengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 690 citations
  17. Semantic Parsing via ParaphrasingJonathan Berant, Percy Liang2014 · 681 citations
  18. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
  19. A simple neural network module for relational reasoningAdam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 590 citations
  20. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 556 citations
  21. Towards AI-Complete Question Answering: A Set of Prerequisite Toy TasksJason Weston, Antoine Bordes, Sumit Chopra, et al.2015 · 529 citations
  22. Crowdsourcing Multiple Choice Science QuestionsJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 513 citations
  23. TabFact: A Large-scale Dataset for Table-based Fact VerificationWenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 508 citations
  24. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 490 citations
  25. ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 483 citations
  26. Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 483 citations
  27. GLaM: Efficient Scaling of Language Models with Mixture-of-ExpertsNan Du, Yanping Huang, Andrew M. Dai, et al.2021 · 474 citations
  28. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 405 citations
  29. Compositional Semantic Parsing on Semi-Structured TablesPanupong Pasupat, Percy Liang2015 · 404 citations
  30. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringShamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
  31. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 396 citations
  32. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 376 citations
  33. Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
  34. Question Answering on Freebase via Relation Extraction and Textual EvidenceKun Xu, Siva Reddy, Yansong Feng, et al.2016 · 357 citations
  35. The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant2018 · 316 citations
  36. Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
  37. ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale TransformersZhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang, et al.2022 · 301 citations
  38. Modeling Biological Processes for Reading ComprehensionJonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.2014 · 288 citations
  39. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
  40. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 283 citations
  41. Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsWenhao Yu, Dan Iter, Shuohang Wang, et al.2022 · 280 citations
  42. BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsNandan Thakur, Nils Reimers, Andreas Rücklé, et al.2021 · 262 citations
  43. DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI ScaleSamyam Rajbhandari, Conglong Li, Zhewei Yao, et al.2022 · 254 citations
  44. The Value of Semantic Parse Labeling for Knowledge Base Question AnsweringWen-tau Yih, Matthew Richardson, Chris Meek, et al.2016 · 254 citations
  45. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelAhmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
  46. A Discrete Hard EM Approach for Weakly Supervised Question AnsweringSewon Min, Danqi Chen, Hannaneh Hajishirzi, et al.2019 · 233 citations
  47. Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh, et al.2019 · 231 citations
  48. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
  49. Syntax for Semantic Role Labeling, To Be, Or Not To BeShexia He, Zuchao Li, Hai Zhao, et al.2018 · 211 citations
  50. Entities as Experts: Sparse Memory Access with Entity SupervisionThibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 205 citations
  51. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseWen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 203 citations
  52. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsMd Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, et al.2023 · 198 citations
  53. Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 197 citations
  54. RealTime QA: What's the Answer Right Now?Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, et al.2022 · 176 citations
  55. A* CCG Parsing with a Supertag-factored ModelMike Lewis, Mark Steedman2014 · 175 citations
  56. LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversTheo X. Olausson, Alex Gu, Benjamin Lipkin, et al.2023 · 171 citations
  57. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 169 citations
  58. Simple Entity-Centric Questions Challenge Dense RetrieversChristopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, et al.2021 · 168 citations
  59. Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 165 citations
  60. Moshi: a speech-text foundation model for real-time dialogueAlexandre Defossez, Laurent Mazare, Manu Orsini, et al.2024 · 154 citations
  61. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language ModelsWenhao Yu, Hongming Zhang, Xiaoman Pan, et al.2024 · 149 citations
  62. RA-DIT: Retrieval-Augmented Dual Instruction TuningXi Victoria Lin, Xilun Chen, Mingda Chen, et al.2023 · 145 citations
  63. LEVER: Learning to Verify Language-to-Code Generation with ExecutionAnsong Ni, Srini Iyer, Dragomir Radev, et al.2023 · 122 citations
  64. Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question AnsweringJinheon Baek, Alham Fikri Aji, Amir Saffari2023 · 118 citations
  65. WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-hop InferencePeter Jansen, Elizabeth Wainwright, Steven Marmorstein, et al.2018 · 88 citations
  66. IfQA: A Dataset for Open-domain Question Answering under Counterfactual PresuppositionsWenhao Yu, Meng Jiang, Peter Clark, et al.2023 · 26 citations
  67. Distillation Scaling LawsDan Busbridge, Amitis Shidani, Floris Weers, et al.2025 · 23 citations
  68. Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash, et al.2018 · 17 citations
  69. Cross-document Event Coreference Search: Task, Dataset and ModelingAlon Eirew, Avi Caciularu, Ido Dagan2022 · 15 citations
  70. Chronological Thinking in Full-Duplex Spoken Dialogue Language ModelsDonghang Wu, Haoyang Zhang, Chen Chen, et al.2026 · 3 citations
  71. Evaluation Strategies for Computational Construction GrammarsTânia Marques, Katrien Beuls2016 · 1 citation
  72. Recent Advances in Text-attributed Graph Learning via Large Models (大模型驱动的文本属性图学习研究进展)Yanping Zheng (郑艳萍), Jiarui Ji (季嘉蕊), Yuwei Hu (胡雨韦), et al.2026
  73. The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation ProjectAngelina Aspra Aquino, Lester James Validad Miranda, Elsie Marie T. Or2025
  74. Overview on Knowledge Graph Embedding Technology Research (知识图谱嵌入技术研究综述)Tiancheng Zhang (张天成), Xue Tian (田雪), Xianghui Sun (孙相会), et al.2021

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