works on
chain-of-thought reasoning 1code summarization 1evaluation metrics 1large language models 1method name prediction 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.SE2026

Understanding before Naming! Enhancing LLM-based Method Name Prediction with Code Summarization

Wei Liu, Weisong Sun, Tingting Xu +4

The paper proposes SMNP, a method name prediction approach that first summarizes code and then refines the name using chain‑of‑thought reasoning, and shows that LLM‑based evaluator…