| Towards complex text-to-sql in cross-domain database with intermediate representation J Guo, Z Zhan, Y Gao, Y Xiao, JG Lou, T Liu, D Zhang arXiv preprint arXiv:1905.08205, 2019 | 394 | 2019 |
| Hitab: A hierarchical table dataset for question answering and natural language generation Z Cheng, H Dong, Z Wang, R Jia, J Guo, Y Gao, S Han, JG Lou, D Zhang arXiv preprint arXiv:2108.06712, 2021 | 67 | 2021 |
| Reasoning like program executors X Pi, Q Liu, B Chen, M Ziyadi, Z Lin, Q Fu, Y Gao, JG Lou, W Chen arXiv preprint arXiv:2201.11473, 2022 | 59 | 2022 |
| Towards robustness of text-to-SQL models against natural and realistic adversarial table perturbation X Pi, B Wang, Y Gao, J Guo, Z Li, JG Lou arXiv preprint arXiv:2212.09994, 2022 | 25 | 2022 |
| Compositional generalization by learning analytical expressions Q Liu, S An, JG Lou, B Chen, Z Lin, Y Gao, B Zhou, N Zheng, D Zhang Advances in Neural Information Processing Systems 33, 11416-11427, 2020 | 23 | 2020 |
| Logigan: Learning logical reasoning via adversarial pre-training X Pi, W Zhong, Y Gao, N Duan, JG Lou Advances in Neural Information Processing Systems 35, 16290-16304, 2022 | 17 | 2022 |
| " What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Y Li, B Chen, Q Liu, Y Gao, JG Lou, Y Zhang, D Zhang arXiv preprint arXiv:2011.04151, 2020 | 16 | 2020 |
| Near real-time optimization of activity-based notifications Y Gao, V Gupta, J Yan, C Shi, Z Tao, PJ Xiao, C Wang, S Yu, R Rosales, ... Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 16 | 2018 |
| Unisar: A unified structure-aware autoregressive language model for text-to-sql L Dou, Y Gao, M Pan, D Wang, W Che, D Zhan, JG Lou arXiv preprint arXiv:2203.07781, 2022 | 14 | 2022 |
| MultiSpider: towards benchmarking multilingual text-to-SQL semantic parsing L Dou, Y Gao, M Pan, D Wang, W Che, D Zhan, JG Lou Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 12745 …, 2023 | 10 | 2023 |
| Towards knowledge-intensive text-to-SQL semantic parsing with formulaic knowledge L Dou, Y Gao, X Liu, M Pan, D Wang, W Che, D Zhan, MY Kan, JG Lou arXiv preprint arXiv:2301.01067, 2023 | 10 | 2023 |
| RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task. Y Zeng, Y Gao, J Guo, B Chen, Q Liu, JG Lou, F Teng, D Zhang IJCAI, 3644-3650, 2020 | 9 | 2020 |
| UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing L Dou, Y Gao, M Pan, D Wang, W Che, JG Lou, D Zhan International Journal of Machine Learning and Cybernetics 14 (12), 4361-4376, 2023 | 8 | 2023 |
| Uncovering and quantifying social biases in code generation Y Liu, X Chen, Y Gao, Z Su, F Zhang, D Zan, JG Lou, PY Chen, TY Ho Advances in Neural Information Processing Systems 36, 2368-2380, 2023 | 7 | 2023 |
| Know what I don’t know: Handling ambiguous and unknown questions for text-to-sql B Wang, Y Gao, Z Li, JG Lou Findings of the Association for Computational Linguistics: ACL 2023, 5701-5714, 2023 | 7 | 2023 |
| Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. Y Li, B Chen, Q Liu, Y Gao, JG Lou, Y Zhang, D Zhang IJCAI, 3864-3870, 2021 | 6 | 2021 |
| A hybrid semantic parsing approach for tabular data analysis Y Gao, JG Lou, D Zhang arXiv preprint arXiv:1910.10363, 2019 | 6 | 2019 |
| Text2analysis: A benchmark of table question answering with advanced data analysis and unclear queries X He, M Zhou, X Xu, X Ma, R Ding, L Du, Y Gao, R Jia, X Chen, S Han, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 18206 …, 2024 | 5 | 2024 |
| NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries W Zhao, Z Hou, S Wu, Y Gao, H Dong, Y Wan, H Zhang, Y Sui, H Zhang arXiv preprint arXiv:2402.14853, 2024 | 5 | 2024 |
| CRT-QA: A dataset of complex reasoning question answering over tabular data Z Zhang, X Li, Y Gao, JG Lou Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 5 | 2023 |
Jian-Guang LOUMicrosoft Research AsiaVerified email at microsoft.com
