| Statistical inference of the value function for reinforcement learning in infinite-horizon settings C Shi, S Zhang, W Lu, R Song Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022 | 90 | 2022 |
| A review on graph neural network methods in financial applications J Wang, S Zhang, Y Xiao, R Song arXiv preprint arXiv:2111.15367, 2021 | 79 | 2021 |
| DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases D Yu, S Zhang, P Ng, H Zhu, AH Li, J Wang, Y Hu, W Wang, Z Wang, ... arXiv preprint arXiv:2210.00063, 2022 | 32 | 2022 |
| Rule mining over knowledge graphs via reinforcement learning L Chen, S Jiang, J Liu, C Wang, S Zhang, C Xie, J Liang, Y Xiao, R Song Knowledge-Based Systems 242, 108371, 2022 | 16 | 2022 |
| UNITE: A Unified Benchmark for Text-to-SQL Evaluation W Lan, Z Wang, A Chauhan, H Zhu, A Li, J Guo, S Zhang, CW Hang, ... arXiv preprint arXiv:2305.16265, 2023 | 7 | 2023 |
| Knowledge-guided open attribute value extraction with reinforcement learning Y Liu, S Zhang, R Song, S Feng, Y Xiao arXiv preprint arXiv:2010.09189, 2020 | 6 | 2020 |
| Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge X Fu, S Zhang, G Kwon, P Perera, H Zhu, Y Zhang, AH Li, WY Wang, ... arXiv preprint arXiv:2305.18842, 2023 | 5 | 2023 |
| Crossword Puzzle Resolution via Monte Carlo Tree Search L Chen, J Liu, S Jiang, C Wang, J Liang, Y Xiao, S Zhang, R Song Proceedings of the International Conference on Automated Planning and …, 2022 | 5 | 2022 |
| REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction S Zhang, P Ng, Z Wang, B Xiang arXiv preprint arXiv:2206.05123, 2022 | 5 | 2022 |
| Dr. Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness S Chang, J Wang, M Dong, L Pan, H Zhu, AH Li, W Lan, S Zhang, J Jiang, ... arXiv preprint arXiv:2301.08881, 2023 | 4 | 2023 |
| Importance of synthesizing high-quality data for text-to-SQL parsing Y Zhao, J Jiang, Y Hu, W Lan, H Zhu, A Chauhan, A Li, L Pan, J Wang, ... arXiv preprint arXiv:2212.08785, 2022 | 4 | 2022 |
| Benchmarking Diverse-Modal Entity Linking with Generative Models S Wang, AH Li, H Zhu, S Zhang, CW Hang, P Perera, J Ma, W Wang, ... arXiv preprint arXiv:2305.17337, 2023 | 3 | 2023 |
| Distributed Community Detection in Large Networks S Zhang, R Song, W Lu, J Zhu arXiv preprint arXiv:2203.06509, 2022 | 3 | 2022 |
| Locally Aggregated Feature Attribution on Natural Language Model Understanding S Zhang, J Wang, H Jiang, R Song arXiv preprint arXiv:2204.10893, 2022 | 2 | 2022 |
| Pattern transfer learning for reinforcement learning in order dispatching R Wan, S Zhang, C Shi, S Luo, R Song arXiv preprint arXiv:2105.13218, 2021 | 2 | 2021 |
