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MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-Task Learning.

, , , , , and . CoRR, (2023)

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To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning., , , , , and . COLING, page 1708-1717. International Committee on Computational Linguistics, (2022)Accurate use of label dependency in multi-label text classification through the lens of causality., , , , , and . Appl. Intell., 53 (19): 21841-21857 (October 2023)Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization., , , , , and . CoRR, (2023)Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection., , , , and . CoRR, (2023)MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-Task Learning., , , , , and . CoRR, (2023)Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation., , , , , and . AAAI, page 12662-12672. AAAI Press, (2023)Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis., , , and . AAAI, page 17960-17967. AAAI Press, (2024)Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis., , , and . CoRR, (2023)Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry., , , , , and . AAAI, page 13655-13663. AAAI Press, (2023)Dependent Multi-Task Learning with Causal Intervention for Image Captioning., , , , and . IJCAI, page 2263-2270. ijcai.org, (2021)