Ru Xie

Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement

Large language models (LLMs) demonstrate exceptional instruct-following ability to complete various downstream tasks. Although this impressive ability makes LLMs flexible task solvers, their performance in solving tasks also heavily relies on instructions. In this paper, we reveal that LLMs are over…