2025
More Than Just Functional: LLM-as-a-Critique for Efficient Code Generation
NeurIPS 2025poster
Large language models (LLMs) have demonstrated remarkable progress in generating functional code, leading to numerous AI-based coding program tools. However, their reliance on the perplexity objective during both training and inference primarily emphasizes functionality, often at the expense of effi…