Yan Gao

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Question Answering

Semantic Parsing

Top Venues

Publications

Zhehao Zhang, Yan Gao, Jian-Guang Lou
E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. NAACL-HLT (2024)
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 (2024)
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)
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) (2023)
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 (2023)
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 (2023)
Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. EMNLP (2023)
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)
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)
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)
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)
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. ACL (1) (2022)
Shuyue Li, Jiaqi Guo, Yan Gao, Jian-Guang Lou, Dejian Yang, Yan Xiao, Yadong Zhou, Ting Liu
How to manage a task-oriented virtual assistant software project: an experience report. Frontiers Inf. Technol. Electron. Eng. 23 (5) (2022)
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. CoRR (2022)
Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL. CoRR (2022)
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 (2022)
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
Reasoning Like Program Executors. CoRR (2022)
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 (2022)
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 (2022)
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. NeurIPS (2022)
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 (2021)
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)
Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
Translating Headers of Tabular Data: A Pilot Study of Schema Translation. EMNLP (1) (2021)
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)
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 (2020)
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 (2020)
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)
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)
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)
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 (2019)
Yan Gao, Jian-Guang Lou, Dongmei Zhang
A Hybrid Semantic Parsing Approach for Tabular Data Analysis. CoRR (2019)