Toward Automated Validation of Language Model Synthesized Test Cases using Semantic Entropy

Hamed Taherkhani, Jiho Shin, Muhammad Ammar Tahir +3

Modern Large Language Model (LLM)-based programming agents often rely on test execution feedback to refine their generated code. These tests are synthetically generated by LLMs. Ho…