| 2024 | AAAI | Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis. | Caoyun Fan, Jindou Chen, Yaohui Jin, Hao He |
| 2024 | ICASSP | Comparable Demonstrations Are Important In In-Context Learning: A Novel Perspective On Demonstration Selection. | Caoyun Fan, Jidong Tian, Yitian Li, Hao He, Yaohui Jin |
| 2023 | AAAI | Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation. | Wenqing Chen, Jidong Tian, Caoyun Fan, Yitian Li, Hao He, Yaohui Jin |
| 2023 | AAAI | Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry. | Jidong Tian, Wenqing Chen, Yitian Li, Caoyun Fan, Hao He, Yaohui Jin |
| 2023 | ACL | MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning. | Yitian Li, Jidong Tian, Caoyun Fan, Wenqing Chen, Hao He, Yaohui Jin |
| 2023 | EMNLP | Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding. | Caoyun Fan, Jidong Tian, Yitian Li, Wenqing Chen, Hao He, Yaohui Jin |
| 2023 | ICASSP | Improving the out-of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough. | Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin |
| 2022 | ACCV | MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-task Learning. | Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin |
| 2022 | COLING | To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. | Yitian Li, Jidong Tian, Wenqing Chen, Caoyun Fan, Hao He, Yaohui Jin |
| 2021 | IJCAI | Dependent Multi-Task Learning with Causal Intervention for Image Captioning. | Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin |