Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards

2026 Open access

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Authors: Yanhua Yuan, Qiuyang Mang, J.H. Chen, Hong Wan, Xiaoyuan Liu, Jingxian Xu, Junzi Huang, Wenxuan Wang, Wenxiang Jiao, Pinjia He
DOI: 10.18653/v1/2026.acl-long.844
Cited by: 0

Abstract

Youliang Yuan, Qiuyang Mang, Jingbang Chen, Hong Wan, Xiaoyuan Liu, Junjielong Xu, Jen-tse Huang, Wenxuan Wang, Wenxiang Jiao, Pinjia He. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Topic Modeling Multimodal Machine Learning Applications Intelligent Tutoring Systems and Adaptive Learning

Publication details

Pages
18556–18577
Publication date
1 January 2026
Language
EN