A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation

Jian Gu, Aldeida Aleti, Chunyang Chen +1

Language Models (LMs) are widely used in software engineering for code generation, but they may produce erroneous code. Rather than repairing outputs, a more thorough remedy is to…