Yan Gao - RankMe

44 papers A* 12Journal 22Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 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
2024	A*	`conf`	AMPO: Automatic Multi-Branched Prompt Optimization. EMNLP 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
2024	J	`jnl`	AMPO: Automatic Multi-Branched Prompt Optimization. CoRR 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
2024	—	`conf`	E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. NAACL-HLT Zhehao Zhang, Yan Gao, Jian-Guang Lou
2024	J	`jnl`	NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. CoRR Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
2024	—	`conf`	StraGo: Harnessing Strategic Guidance for Prompt Optimization. EMNLP (Findings) Yurong Wu, Yan Gao, Bin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang
2024	J	`jnl`	StraGo: Harnessing Strategic Guidance for Prompt Optimization. CoRR Yurong Wu, Yan Gao, Bin Benjamin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang
2024	J	`jnl`	Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. CoRR Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2024	A*	`conf`	Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. AAAI Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
2023	A*	`conf`	CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. EMNLP Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou
2023	—	`conf`	Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. ACL (Findings) Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
2023	A*	`conf`	MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. AAAI Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
2023	—	`conf`	TACR: A Table Alignment-based Cell Selection Method for HybridQA. ACL (Findings) Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje Karlsson, Manabu Okumura
2023	J	`jnl`	TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering. CoRR Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura
2023	J	`jnl`	Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. CoRR Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
2023	J	`jnl`	Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. CoRR Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
2023	—	`conf`	Uncovering and Categorizing Social Biases in Text-to-SQL. ACL (1) Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
2023	J	`jnl`	Uncovering and Categorizing Social Biases in Text-to-SQL. CoRR Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
2023	A*	`conf`	Uncovering and Quantifying Social Biases in Code Generation. NeurIPS Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho
2023	J	`jnl`	Uncovering and Quantifying Social Biases in Code Generation. CoRR Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho
2023	J	`jnl`	UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. Int. J. Mach. Learn. Cybern. Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan
2022	—	`conf`	HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. ACL (1) Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2022	J	`jnl`	How to manage a task-oriented virtual assistant software project: an experience report. Frontiers Inf. Technol. Electron. Eng. Shuyue Li, Jiaqi Guo, Yan Gao, Jian-Guang Lou, Dejian Yang, Yan Xiao, Yadong Zhou, Ting Liu
2022	J	`jnl`	Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL. CoRR Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
2022	A*	`conf`	LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. NeurIPS Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
2022	J	`jnl`	LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. CoRR Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
2022	J	`jnl`	MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. CoRR Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
2022	A*	`conf`	Reasoning Like Program Executors. EMNLP Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen
2022	J	`jnl`	Reasoning Like Program Executors. CoRR Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
2022	A*	`conf`	Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. EMNLP Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
2022	—	`conf`	Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. ACL (1) Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
2022	J	`jnl`	Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. CoRR Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
2022	J	`jnl`	UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. CoRR Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan
2021	J	`jnl`	HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. CoRR Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2021	A*	`conf`	Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. IJCAI Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2021	—	`conf`	Translating Headers of Tabular Data: A Pilot Study of Schema Translation. EMNLP (1) Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
2020	—	`conf`	"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. EMNLP (1) Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2020	J	`jnl`	"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. CoRR Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2020	A*	`conf`	Compositional Generalization by Learning Analytical Expressions. NeurIPS Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
2020	J	`jnl`	Compositional Generalization by Learning Analytical Expressions. CoRR Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
2020	A*	`conf`	RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task. IJCAI Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
2019	J	`jnl`	A Hybrid Semantic Parsing Approach for Tabular Data Analysis. CoRR Yan Gao, Jian-Guang Lou, Dongmei Zhang
2019	—	`conf`	Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. ACL (1) Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2019	J	`jnl`	Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. CoRR Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang