Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning

Lei Li, Hehuan Liu, Yaxin Zhou, ZhaoYang Gui, Xudong Weng, Yi Yuan, Zheng Wei, Zang Li. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.1169
Primary Topic
Semantic Web and Ontologies
Type
article
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Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning

Zang Li, Xudong Weng, Hehuan Liu, Zhiguo Gui et al.
Semantic Web and Ontologies
article

Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning

Zang Li, Xudong Weng, Hehuan Liu, Zhiguo Gui, Yu Zhou, Lei Li, Yi Yuan, Zheng Wei
article en

Abstract

Lei Li, Hehuan Liu, Yaxin Zhou, ZhaoYang Gui, Xudong Weng, Yi Yuan, Zheng Wei, Zang Li. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Openalex Percentile: Top 90%
Semantic Web and Ontologies
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Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning — Zang Li, Xudong Weng, et al. · (2025) | TGRS Research Map | TGRS