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Who cites Kai Yang

622 citations of their works from 622 papers of our library (of the 149,439 whose bibliographies we read) · 131 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Kai Yang

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  1. A Survey of Large Language ModelsFrontiers of Computer ScienceWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,875 citations
  2. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
  3. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL)Bailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 753 citations
  4. SWE-bench: Can Language Models Resolve Real-World GitHub Issues?arXiv:2310.06770Carlos E. Jimenez, John Yang, Alexander Wettig, et al.2024 · 704 citations
  5. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 692 citations
  6. Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code GenerationConference on Neural Information Processing Systems (NeurIPS)Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang, et al.2023 · 648 citations
  7. Qwen2.5-Coder Technical ReportarXiv:2409.12186Binyuan Hui, Jian Yang, Zeyu Cui, et al.2024 · 559 citations
  8. TabFact: A Large-scale Dataset for Table-based Fact VerificationarXiv:1909.02164Wenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 515 citations
  9. FinQA: A Dataset of Numerical Reasoning over Financial DataConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 513 citations
  10. Text-to-SQL Empowered by Large Language Models: A Benchmark EvaluationProceedings of the VLDB EndowmentDawei Gao, Haibin Wang, Yaliang Li, et al.2023 · 463 citations
  11. Measuring Coding Challenge Competence With APPSarXiv:2105.09938Dan Hendrycks, Steven Basart, Saurav Kadavath, et al.2021 · 457 citations
  12. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsConference on Neural Information Processing Systems (NeurIPS)Jinyang Li, Binyuan Hui, Ge Qu, et al.2023 · 433 citations
  13. Mind2Web: Towards a Generalist Agent for the WebConference on Neural Information Processing Systems (NeurIPS)Xiang Deng, Yu Gu, Boyuan Zheng, et al.2023 · 413 citations
  14. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Tianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 407 citations
  15. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionConference on Neural Information Processing Systems (NeurIPS)Mohammadreza Pourreza, Davood Rafiei2023 · 401 citations
  16. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceAnnual Meeting of the Association for Computational Linguistics (ACL)Fengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 397 citations
  17. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataarXiv:2004.07347Wenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 382 citations
  18. A Survey on Large Language Models for Code GenerationACM Transactions on Software Engineering and MethodologyJuyong Jiang, Fan Wang, Jiasi Shen, et al.2024 · 367 citations
  19. RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLProceedings of the AAAI Conference on Artificial IntelligenceHaoyang Li, Jing Zhang, Cuiping Li, et al.2023 · 277 citations
  20. Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Ben Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
  21. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesConference on Empirical Methods in Natural Language Processing (EMNLP)Tao Yu, Rui Zhang, Heyang Er, et al.2019 · 262 citations
  22. TAPEX: Table Pre-training via Learning a Neural SQL ExecutorarXiv:2107.07653Qian Liu, Bei Chen, Jiaqi Guo, et al.2021 · 255 citations
  23. OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of GeneralizationarXiv:2212.12017Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, et al.2022 · 244 citations
  24. SParC: Cross-Domain Semantic Parsing in ContextAnnual Meeting of the Association for Computational Linguistics (ACL)Tao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 228 citations
  25. Break It Down: A Question Understanding BenchmarkTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 222 citations
  26. Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical ReasoningarXiv:2209.14610Pan Lu, Liang Qiu, Kai-Wei Chang, et al.2022 · 219 citations
  27. CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLPConference on Empirical Methods in Natural Language Processing (EMNLP)Qinyuan Ye, Bill Yuchen Lin, Xiang Ren2021 · 210 citations
  28. LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruisheng Cao, Lu Chen, Zhi Chen, et al.2021 · 191 citations
  29. CodeS: Towards Building Open-source Language Models for Text-to-SQLarXiv:2402.16347Haoyang Li, Jing Zhang, Hanbing Liu, et al.2024 · 190 citations
  30. Large Language Models are few(1)-shot Table ReasonersFindings of the Association for Computational LinguisticsWenhu Chen2023 · 182 citations
  31. Open Question Answering over Tables and TextarXiv:2010.10439Wenhu Chen, Ming-Wei Chang, Eva Schlinger, et al.2020 · 182 citations
  32. Editing-Based SQL Query Generation for Cross-Domain Context-Dependent QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP)Rui Zhang, Tao Yu, Heyang Er, et al.2019 · 177 citations
  33. Binding Language Models in Symbolic LanguagesarXiv:2210.02875Zhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 170 citations
  34. SantaCoder: don't reach for the stars!arXiv:2301.03988Loubna Ben Allal, Raymond Li, Denis Kocetkov, et al.2023 · 167 citations
  35. Structure-Grounded Pretraining for Text-to-SQLConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, et al.2021 · 167 citations
  36. RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain DatabasesComputational LinguisticsDongHyun Choi, Myeong Cheol Shin, EungGyun Kim, et al.2021 · 157 citations
  37. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAsarXiv:2503.01743Microsoft, Abdelrahman Abouelenin, Atabak Ashfaq, et al.2025 · 152 citations
  38. Towards Robustness of Text-to-SQL Models against Synonym SubstitutionAnnual Meeting of the Association for Computational Linguistics (ACL)Yujian Gan, Xinyun Chen, Qiuping Huang, et al.2021 · 143 citations
  39. Grounded Adaptation for Zero-shot Executable Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Victor Zhong, Mike Lewis, Sida I. Wang, et al.2020 · 136 citations
  40. Open Domain Question Answering over Tables via Dense RetrievalConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jonathan Herzig, Thomas Müller, Syrine Krichene, et al.2021 · 134 citations
  41. MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual DataAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Yunxiang Li, Chenying Li, et al.2022 · 128 citations
  42. A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capabilityarXiv:2303.13547Aiwei Liu, Xuming Hu, Lijie Wen, et al.2023 · 127 citations
  43. LEVER: Learning to Verify Language-to-Code Generation with ExecutionarXiv:2302.08468Ansong Ni, Srini Iyer, Dragomir Radev, et al.2023 · 126 citations
  44. Exploring Underexplored Limitations of Cross-Domain Text-to-SQL GeneralizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yujian Gan, Xinyun Chen, Matthew Purver2021 · 123 citations
  45. Natural Language to Code Translation with ExecutionConference on Empirical Methods in Natural Language Processing (EMNLP)Freda Shi, Daniel Fried, Marjan Ghazvininejad, et al.2022 · 116 citations
  46. HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language GenerationarXiv:2108.06712Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, et al.2021 · 108 citations
  47. Multi-Step Reasoning with Large Language Models, a SurveyACM Computing SurveysAske Plaat, Annie Wong, Suzan Verberne, et al.2024 · 106 citations
  48. Transformers for Tabular Data Representation: A Survey of Models and ApplicationsTransactions of the Association for Computational Linguistics (TACL)Gilbert Badaro, Mohammed Saeed, Paolo Papotti2023 · 104 citations
  49. Safety Alignment Should Be Made More Than Just a Few Tokens DeeparXiv:2406.05946Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, et al.2024 · 97 citations
  50. InterCode: Standardizing and Benchmarking Interactive Coding with Execution FeedbackConference on Neural Information Processing Systems (NeurIPS)John Yang, Akshara Prabhakar, Karthik Narasimhan, et al.2023 · 95 citations
  51. Task Contamination: Language Models May Not Be Few-Shot AnymoreProceedings of the AAAI Conference on Artificial IntelligenceChangmao Li, Jeffrey Flanigan2023 · 89 citations
  52. MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code GenerationarXiv:2208.08227Federico Cassano, John Gouwar, Daniel Nguyen, et al.2022 · 88 citations
  53. Foundational Challenges in Assuring Alignment and Safety of Large Language ModelsarXiv:2404.09932Usman Anwar, Abulhair Saparov, Javier Rando, et al.2024 · 87 citations
  54. Benchmark Data Contamination of Large Language Models: A SurveyarXiv:2406.04244Cheng Xu, Shuhao Guan, Derek Greene, et al.2024 · 85 citations
  55. LLMs Get Lost In Multi-Turn ConversationarXiv:2505.06120Philippe Laban, Hiroaki Hayashi, Yingbo Zhou, et al.2025 · 82 citations
  56. Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing ExaminationsarXiv:2303.18027Jungo Kasai, Yuhei Kasai, Keisuke Sakaguchi, et al.2023 · 77 citations
  57. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.2023 · 76 citations
  58. Large Language Models as Analogical ReasonersarXiv:2310.01714Michihiro Yasunaga, Xinyun Chen, Yujia Li, et al.2023 · 74 citations
  59. MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQLInternational Conference on Computational Linguistics (COLING)Bing Wang, Changyu Ren, Jian Yang, et al.2025 · 68 citations
  60. Learning by Distilling ContextarXiv:2209.15189Charlie Snell, Dan Klein, Ruiqi Zhong2022 · 67 citations
  61. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Lijie Wang, Ao Zhang, Kun Wu, et al.2020 · 64 citations
  62. PlanGenLLMs: A Modern Survey of LLM Planning CapabilitiesAnnual Meeting of the Association for Computational Linguistics (ACL)Hui Wei, Zihao Zhang, Shenghua He, et al.2025 · 55 citations
  63. Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?arXiv:2406.13121Jinhyuk Lee, Anthony Chen, Zhuyun Dai, et al.2024 · 53 citations
  64. MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL GenerationInternational Conference on Computational Linguistics (COLING)Dongjun Lee, Choongwon Park, Jaehyuk Kim, et al.2025 · 42 citations
  65. Can Language Models Solve Olympiad Programming?arXiv:2404.10952Quan Shi, Michael Tang, Karthik Narasimhan, et al.2024 · 28 citations
  66. When is Tree Search Useful for LLM Planning? It Depends on the DiscriminatorAnnual Meeting of the Association for Computational Linguistics (ACL)Ziru Chen, Michael White, Ray Mooney, et al.2024 · 28 citations
  67. L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Ansong Ni, Pengcheng Yin, Yilun Zhao, et al.2024 · 27 citations
  68. A Survey on Evaluation of LLM-based AgentsFindings of the Association for Computational LinguisticsAsaf Yehudai, Lilach Eden, Alan Li, et al.2026 · 21 citations
  69. SpreadsheetBench: Towards Challenging Real World Spreadsheet ManipulationConference on Neural Information Processing Systems (NeurIPS)Zeyao Ma, Bohan Zhang, Jing Zhang, et al.2024 · 21 citations
  70. DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AIFindings of the Association for Computational LinguisticsJianguo Zhang, Kun Qian, Zhiwei Liu, et al.2023 · 21 citations
  71. STaR-SQL: Self-Taught Reasoner for Text-to-SQLAnnual Meeting of the Association for Computational Linguistics (ACL)Mingqian He, Yongliang Shen, Wenqi Zhang, et al.2025 · 17 citations
  72. NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User QueriesFindings of the Association for Computational LinguisticsShudan Zhang, Hanlin Zhao, Xiao Liu, et al.2024 · 17 citations
  73. Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQLFindings of the Association for Computational LinguisticsZhewei Yao, Guoheng Sun, Łukasz Borchmann, et al.2026 · 15 citations
  74. Qwen3-Coder-Next Technical ReportarXiv:2603.00729Ruisheng Cao, Mouxiang Chen, Jiawei Chen, et al.2026 · 15 citations
  75. PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable QueriesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, et al.2025 · 15 citations
  76. Zero and Few-shot Semantic Parsing with Ambiguous InputsarXiv:2306.00824Elias Stengel-Eskin, Kyle Rawlins, Benjamin Van Durme2023 · 15 citations
  77. Ar-Spider: Text-to-SQL in ArabicACM/SIGAPP Symposium on Applied Computing (SAC)Saleh Almohaimeed, Saad Almohaimeed, Mansour Al Ghanim, et al.2024 · 13 citations
  78. SR-LLM: Rethinking the Structured Representation in Large Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahuan Zhang, Tianheng Wang, Hanqing Wu, et al.2025 · 11 citations
  79. TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyi He, Yihao Liu, Mengyu Zhou, et al.2025 · 8 citations
  80. TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Junnan Zhu, Jingyi Wang, Bohan Yu, et al.2025 · 7 citations
  81. Weaver: Interweaving SQL and LLM for Table ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Rohit Khoja, Devanshu Gupta, Yanjie Fu, et al.2025 · 6 citations
  82. Patient-Similarity Cohort Reasoning in Clinical Text-to-SQLConference of the European Chapter of the Association for Computational Linguistics (EACL)Yifei Shen, Yilun Zhao, Justice Ou, et al.2026 · 4 citations
  83. When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Shenghao Ye, Yu Guo, Dong Jin, et al.2026 · 4 citations
  84. LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-CorrectionFindings of the Association for Computational LinguisticsShengmin Piao, Jieun Lee, Sanghyun Park2026 · 3 citations
  85. MT-OSC: Path for LLMs that Get Lost in Multi-Turn ConversationFindings of the Association for Computational LinguisticsJyotika Singh, Fang Tu, Miguel Ballesteros, et al.2026 · 3 citations
  86. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and BenchmarkingFindings of the Association for Computational LinguisticsJiaru Zou, Dongqi Fu, Sirui Chen, et al.2026 · 3 citations
  87. SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL ProbesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenxuan Xie, Yaxun Dai, Wenhao Jiang2026 · 3 citations
  88. ClaimDB: A Fact Verification Benchmark over Large Structured DataAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Theologitis, Preetam Prabhu Srikar Dammu, Chirag Shah, et al.2026 · 2 citations
  89. Mistake Notebook Learning: Batch-Clustered Failures for Training-Free Agent AdaptationFindings of the Association for Computational LinguisticsXuanbo Su, Yingfang Zhang, Hao Luo, et al.2026 · 2 citations
  90. Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Zhou, Bolei Ma, Annemarie Friedrich, et al.2026 · 2 citations
  91. Prompt Engineering Techniques for Context-dependent Text-to-SQL in ArabicarXiv:2511.20677Saleh Almohaimeed, May Alsofyani, Saad Almohaimeed, et al.2025 · 2 citations
  92. Can Models Help Us Create Better Models? Evaluating LLMs as Data ScientistsFindings of the Association for Computational LinguisticsMichał Pietruszka, Łukasz Borchmann, Aleksander Jędrosz, et al.2026 · 1 citation
  93. PV-SQL: Synergizing Database Probing and Rule-based Verification for Text-to-SQL AgentsFindings of the Association for Computational LinguisticsYuan Tian, Tianyi Zhang2026 · 1 citation
  94. Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQLFindings of the Association for Computational LinguisticsMd Mahadi Hasan Nahid, Davood Rafiei, Weiwei Zhang, et al.2026 · 1 citation
  95. AraSpider: Democratizing Arabic-to-SQLarXiv:2402.07448Ahmed Heakl; Youssef Mohamed;, Ahmed B. Zaky2024 · 1 citation
  96. Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Fang Niu, Chaokun Wang, Hang Zhang, et al.2026
  97. Asking language models how to represent data for fine-tuningWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraUsneek Singh, Ananya Singha, Abhijeet Awasthi, et al.2026
  98. Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQLFindings of the Association for Computational LinguisticsHanqing Wang, Yongdong Chi, Jian Yang, et al.2026
  99. Bidirectional Semantic Enhancement for Schema Routing Across Large-Scale DatabasesFindings of the Association for Computational LinguisticsYuyang Wu, Xiaoliang Wang, Cam-Tu Nguyen2026
  100. CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang, et al.2026

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