"multi-turn interaction" Papers

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Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Yang Yue, Zhiqi Chen, Rui Lu et al.

NEURIPS 2025oralarXiv:2504.13837
540
citations

InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback

Boyuan Chen, Donghai Hong, Jiaming Ji et al.

NEURIPS 2025spotlightarXiv:2505.23950
1
citations

ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning

Ziyu Wan, Yunxiang Li, Xiaoyu Wen et al.

NEURIPS 2025arXiv:2503.09501
40
citations