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Yan Gao 0002
Person information
- affiliation: Microsoft Research Asia, Beijing, China
Other persons with the same name
- Yan Gao — disambiguation page
- Yan Gao 0001 — Northeastern University, Shenyang, China
- Yan Gao 0003 — Northwestern University, Evanston, IL, USA
- Yan Gao 0004 — East China Normal University, School of Computer Science and Technology, Software Engineering Institute, Shanghai, China (and 1 more)
- Yan Gao 0005
— Zhengzhou Institute of Information Science and Technology, Zhengzhou, China
- Yan Gao 0006 — Clarkson University, Potsdam, NY, USA
- Yan Gao 0007 — Nanjing College of Information Technology, Nanjing, China
- Yan Gao 0008 — Guizhou Normal University, Guiyang, China
- Yan Gao 0009 — Qilu University of Technology, Jinan, China
- Yan Gao 0010 — LinkedIn, Mountain View, CA, USA (and 2 more)
- Yan Gao 0011 — South China University of Technology, Guangzhou, China
- Yan Gao 0013
- Yan Gao 0014 — Northwestern Polytechnical University, School of Electronics and Information, Xi'an, Shaanxi, China
- Yan Gao 0015 — Hefei University of Technology, Hefei, China
- Yan Gao 0016
- Yan Gao 0017
- Yan Gao 0018
- Yan Gao 0019
- Yan Gao 0020
- Yan Gao 0021
- Yan Gao 0022
- Yan Gao 0023
- Yan Gao 0024
- Yan Gao 0025
- Yan Gao 0026
- Yan Gao 0027
- Yan Gao 0028
- Yan Gao 0029
- Yan Gao 0030
- Yan Gao 0031
- Yan Gao 0032 — Technische Hochschule Darmstadt, Institut für Netzwerk und Signaltheorie, Germany
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2020 – today
- 2025
- [c22]Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Yurong Wu, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng:
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025 - 2024
- [c21]Xinyi He
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. AAAI 2024: 18206-18215 - [c20]Yurong Wu, Yan Gao, Bin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang:
StraGo: Harnessing Strategic Guidance for Prompt Optimization. EMNLP (Findings) 2024: 10043-10061 - [c19]Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang:
AMPO: Automatic Multi-Branched Prompt Optimization. EMNLP 2024: 20267-20279 - [c18]Zhehao Zhang
E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. NAACL-HLT 2024: 1244-1258 - [i20]Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang:
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. CoRR abs/2402.14853 (2024) - [i19]Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. CoRR abs/2403.05307 (2024) - [i18]Yurong Wu, Yan Gao, Bin Benjamin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang:
StraGo: Harnessing Strategic Guidance for Prompt Optimization. CoRR abs/2410.08601 (2024) - [i17]Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Benjamin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang:
AMPO: Automatic Multi-Branched Prompt Optimization. CoRR abs/2410.08696 (2024) - 2023
- [j2]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan
UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. Int. J. Mach. Learn. Cybern. 14(12): 4361-4376 (2023) - [c17]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou:
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. AAAI 2023: 12745-12753 - [c16]Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou:
Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. ACL (Findings) 2023: 5701-5714 - [c15]Jian Wu, Yicheng Xu
TACR: A Table Alignment-based Cell Selection Method for HybridQA. ACL (Findings) 2023: 6535-6549 - [c14]Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou:
Uncovering and Categorizing Social Biases in Text-to-SQL. ACL (1) 2023: 13573-13584 - [c13]Zhehao Zhang
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. EMNLP 2023: 2131-2153 - [c12]Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho:
Uncovering and Quantifying Social Biases in Code Generation. NeurIPS 2023 - [i16]Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou:
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. CoRR abs/2301.01067 (2023) - [i15]Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura:
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering. CoRR abs/2305.14682 (2023) - [i14]Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho:
Uncovering and Quantifying Social Biases in Code Generation. CoRR abs/2305.15377 (2023) - [i13]Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou:
Uncovering and Categorizing Social Biases in Text-to-SQL. CoRR abs/2305.16253 (2023) - [i12]Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. CoRR abs/2312.13671 (2023) - 2022
- [j1]Shuyue Li
How to manage a task-oriented virtual assistant software project: an experience report. Frontiers Inf. Technol. Electron. Eng. 23(5): 749-762 (2022) - [c11]Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. ACL (1) 2022: 1094-1110 - [c10]Xinyu Pi, Bing Wang
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. ACL (1) 2022: 2007-2022 - [c9]Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen:
Reasoning Like Program Executors. EMNLP 2022: 761-779 - [c8]Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou:
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. EMNLP 2022: 5240-5253 - [c7]Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou:
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. NeurIPS 2022 - [i11]Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen:
Reasoning Like Program Executors. CoRR abs/2201.11473 (2022) - [i10]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan:
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. CoRR abs/2203.07781 (2022) - [i9]Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. CoRR abs/2205.08794 (2022) - [i8]Bing Wang
Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL. CoRR abs/2212.08902 (2022) - [i7]Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou:
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. CoRR abs/2212.09994 (2022) - [i6]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou:
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. CoRR abs/2212.13492 (2022) - 2021
- [c6]Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou:
Translating Headers of Tabular Data: A Pilot Study of Schema Translation. EMNLP (1) 2021: 56-66 - [c5]Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. IJCAI 2021: 3864-3870 - [i5]Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang:
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. CoRR abs/2108.06712 (2021) - 2020
- [c4]Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. EMNLP (1) 2020: 6913-6922 - [c3]Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task. IJCAI 2020: 3644-3650 - [c2]Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang:
Compositional Generalization by Learning Analytical Expressions. NeurIPS 2020 - [i4]Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang:
Compositional Generalization by Learning Analytical Expressions. CoRR abs/2006.10627 (2020) - [i3]Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang:
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. CoRR abs/2011.04151 (2020)
2010 – 2019
- 2019
- [c1]Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. ACL (1) 2019: 4524-4535 - [i2]Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang:
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. CoRR abs/1905.08205 (2019) - [i1]Yan Gao, Jian-Guang Lou, Dongmei Zhang:
A Hybrid Semantic Parsing Approach for Tabular Data Analysis. CoRR abs/1910.10363 (2019)
Coauthor Index
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