From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2026 Open access

Read full text
Authors: Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu
DOI: 10.18653/v1/2026.acl-long.101
Cited by: 0

Abstract

Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Natural Language Processing Techniques Topic Modeling Text Readability and Simplification

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
2227–2242
Publication date
1 January 2026
Language
EN