MILE: A Mutation Testing Framework of In-Context Learning Systems

Zeming Wei, Yihao Zhang, Meng Sun

In-context Learning (ICL) has achieved notable success in the applications of large language models (LLMs). By adding only a few input-output pairs that demonstrate a new task, the…