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SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning
Yihao Liu, Shuocheng Li, Lang Cao, Yuhang Xie, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang Preprint, 2025 bibtex / paper / code [LLM Reasoning] SuperRL is a unified training framework that adaptively combines supervised and reinforcement learning to boost language model reasoning, achieving greater stability and generalization, especially under sparse rewards. |
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DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue
Lang Cao Technical Report, 2023 bibtex / paper / code [LLM Agents] DiagGPT extends large language models for task-oriented dialogue by enabling proactive question-asking and topic management, achieving strong performance in complex diagnostic interactions across domains like medicine and law. |
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© Copyright Lang Cao (last updated May 22, 2025). |