Analyzing and Mitigating Surface Bias in Code Evaluation Metrics

Simantika Bhattacharjee Dristi, Matthew B. Dwyer

With the increasing popularity of large language models (LLMs) and LLM-based agents, reliable and effective code evaluation metrics (CEMs) have become crucial for progress across s…