FIELD NOTES TOPIC
overfitting mitigation
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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting
The researchers propose SkillBoost, a framework to help large language models accumulate and reuse experience from past interactions more effectively in real-world applications. The framework mitigates overfitting…
