most citedLight-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following

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cs.AI2025

A Survey on Large Language Models for Mathematical Reasoning

Peng-Yuan Wang, Tian-Shuo Liu, Chenyang Wang +8

Mathematical reasoning has long represented one of the most fundamental and challenging frontiers in artificial intelligence research. In recent years, large language models (LLMs)…