Dependent Multi-Task Learning with Causal Intervention for Image Captioning. - Wenqing Chen; Jidong Tian; Caoyun Fan; Hao He 007; Yaohui Jin (IJCAI, 2021)

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 007; Yaohui Jin (ACCV (1), 2022)

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 007; Yaohui Jin (COLING, 2022)

Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation. - Wenqing Chen; Jidong Tian; Caoyun Fan; Yitian Li; Hao He 007; Yaohui Jin (AAAI, 2023)

Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry. - Jidong Tian; Wenqing Chen; Yitian Li; Caoyun Fan; Hao He 007; Yaohui Jin (AAAI, 2023)

MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning. - Yitian Li; Jidong Tian; Caoyun Fan; Wenqing Chen; Hao He 007; Yaohui Jin (ACL (Findings), 2023)

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 007; Yaohui Jin (EMNLP, 2023)

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 007; Yaohui Jin (ICASSP, 2023)

Accurate use of label dependency in multi-label text classification through the lens of causality. - Caoyun Fan; Wenqing Chen; Jidong Tian; Yitian Li; Hao He 007; Yaohui Jin (Appl. Intell., 2023)

Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis. - Caoyun Fan; Jindou Chen; Yaohui Jin; Hao He 007 (AAAI, 2024)

Comparable Demonstrations Are Important In In-Context Learning: A Novel Perspective On Demonstration Selection. - Caoyun Fan; Jidong Tian; Yitian Li; Hao He 007; Yaohui Jin (ICASSP, 2024)

Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization. - Caoyun Fan; Wenqing Chen; Jidong Tian; Yitian Li; Hao He 007; Yaohui Jin (Expert Syst. Appl., 2024)