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Caoyun Fan
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2020 – today
- 2024
- [j2]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization. Expert Syst. Appl. 238(Part C): 122066 (2024) - [c10]Caoyun Fan, Jindou Chen, Yaohui Jin, Hao He:
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis. AAAI 2024: 17960-17967 - [c9]Caoyun Fan, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Comparable Demonstrations Are Important In In-Context Learning: A Novel Perspective On Demonstration Selection. ICASSP 2024: 10436-10440 - 2023
- [j1]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Accurate use of label dependency in multi-label text classification through the lens of causality. Appl. Intell. 53(19): 21841-21857 (2023) - [c8]Wenqing Chen, Jidong Tian, Caoyun Fan, Yitian Li, Hao He, Yaohui Jin:
Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation. AAAI 2023: 12662-12672 - [c7]Jidong Tian, Wenqing Chen, Yitian Li, Caoyun Fan, Hao He, Yaohui Jin:
Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry. AAAI 2023: 13655-13663 - [c6]Yitian Li, Jidong Tian, Caoyun Fan, Wenqing Chen, Hao He, Yaohui Jin:
MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning. ACL (Findings) 2023: 10078-10089 - [c5]Caoyun Fan, Jidong Tian, Yitian Li, Wenqing Chen, Hao He, Yaohui Jin:
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding. EMNLP 2023: 14774-14785 - [c4]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Improving the out-of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough. ICASSP 2023: 1-5 - [i8]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Improving the Out-Of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough. CoRR abs/2302.09345 (2023) - [i7]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-Task Learning. CoRR abs/2302.09352 (2023) - [i6]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization. CoRR abs/2310.06666 (2023) - [i5]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality. CoRR abs/2310.07588 (2023) - [i4]Caoyun Fan, Jidong Tian, Yitian Li, Wenqing Chen, Hao He, Yaohui Jin:
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding. CoRR abs/2310.11721 (2023) - [i3]Caoyun Fan, Jindou Chen, Yaohui Jin, Hao He:
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis. CoRR abs/2312.05488 (2023) - [i2]Caoyun Fan, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection. CoRR abs/2312.07476 (2023) - 2022
- [c3]Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin:
MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-task Learning. ACCV (1) 2022: 523-538 - [c2]Yitian Li, Jidong Tian, Wenqing Chen, Caoyun Fan, Hao He, Yaohui Jin:
To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022: 1708-1717 - 2021
- [c1]Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin:
Dependent Multi-Task Learning with Causal Intervention for Image Captioning. IJCAI 2021: 2263-2270 - [i1]Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin:
Dependent Multi-Task Learning with Causal Intervention for Image Captioning. CoRR abs/2105.08573 (2021)
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