Yan Gao

According to our database, Yan Gao authored at least 26 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries.

Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang

CoRR, 2024

E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate.

Zhehao Zhang, Yan Gao, Jian-Guang Lou

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan

Int. J. Mach. Learn. Cybern., December, 2023

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering.

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura

CoRR, 2023

Uncovering and Quantifying Social Biases in Code Generation.

Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data.

Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

TACR: A Table Alignment-based Cell Selection Method for HybridQA.

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje Karlsson, Manabu Okumura

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL.

Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Uncovering and Categorizing Social Biases in Text-to-SQL.

Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

How to manage a task-oriented virtual assistant software project: an experience report.

Shuyue Li, Jiaqi Guo, Yan Gao, Jian-Guang Lou, Dejian Yang, Yan Xiao, Yadong Zhou, Ting Liu

Frontiers Inf. Technol. Electron. Eng., 2022

Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL.

Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou

CoRR, 2022

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan

CoRR, 2022

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training.

Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reasoning Like Program Executors.

Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge.

Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation.

Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing.

Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Translating Headers of Tabular Data: A Pilot Study of Schema Translation.

Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Compositional Generalization by Learning Analytical Expressions.

Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task.

Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL.

Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

A Hybrid Semantic Parsing Approach for Tabular Data Analysis.

Yan Gao, Jian-Guang Lou, Dongmei Zhang

CoRR, 2019

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation.

Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019