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Revealing Procedural Reasoning Structures in Chain-of-Thought Training via Span-Level Gradient Organization

Year: 2026

Type: conference-paper

Abstract: Jia Liu, Jiaxin Luo, Weiwen Xu, Jonathan M. Garibaldi, Xiao-Kun Wu, Yixue Hao, Min Chen. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.1754

Authors: Jia Liu, Jiaxin Luo, Weiwen Xu, Jonathan M. Garibaldi, Xiao-Kun Wu, Yixue Hao, Min Chen

Institutions: Huazhong University of Science and Technology, South China University of Technology, University of Nottingham Ningbo China, Renmin University of China

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Natural Science Foundation of China, National Key Research and Development Program of China

Awards: G8383532844, G8582201729

OpenAlex ID: W7166836068

FWCI: 8.935

Cites:

Cited by: 1

Related to: 10