Caoyun Fan

According to our database, Caoyun Fan authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization.

Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin

Expert Syst. Appl., March, 2024

Comparable Demonstrations Are Important In In-Context Learning: A Novel Perspective On Demonstration Selection.

Caoyun Fan, Jidong Tian, Yitian Li, Hao He, Yaohui Jin

Proceedings of the IEEE International Conference on Acoustics, 2024

Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis.

Caoyun Fan, Jindou Chen, Yaohui Jin, Hao He

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

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, Yaohui Jin

Appl. Intell., October, 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, Yaohui Jin

Proceedings of the IEEE International Conference on Acoustics, 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, Yaohui Jin

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

MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning.

Yitian Li, Jidong Tian, Caoyun Fan, Wenqing Chen, Hao He, Yaohui Jin

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

Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry.

Jidong Tian, Wenqing Chen, Yitian Li, Caoyun Fan, Hao He, Yaohui Jin

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

Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation.

Wenqing Chen, Jidong Tian, Caoyun Fan, Yitian Li, Hao He, Yaohui Jin

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

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, Yaohui Jin

Proceedings of the 29th International Conference on Computational Linguistics, 2022

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

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Dependent Multi-Task Learning with Causal Intervention for Image Captioning.

Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin

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