Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Xia Jiang, Yaoxin Wu, Yuan Wang +1

To advance capabilities of large language models (LLMs) in solving combinatorial optimization problems (COPs), this paper presents the Language-based Neural COP Solver (LNCS), a no…