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VFPO: Variance-aware Negative Feedback Policy Optimization for Mitigating Entropy Collapse via Group Statistics

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Zhang, Bo,Zeng, Zinan,Zhou, Juntong,Chong, Dading,Ding, Zhenyu,Wu, Dengpeng,Ding, Ning,Zhou, Peilin
Findings of the Association for Computational Linguistics: EMNLP 2026
published

Abstract

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Cite this paper

@article{bo2026,
  title = {VFPO: Variance-aware Negative Feedback Policy Optimization for Mitigating Entropy Collapse via Group Statistics},
  author = {Zhang, Bo and Zeng, Zinan and Zhou, Juntong and Chong, Dading and Ding, Zhenyu and Wu, Dengpeng and Ding, Ning and Zhou, Peilin},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
}