Error Understanding in Program Code: A Systematic Study of LLM-DL Combinations for Multi-label Classification

Md Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman +2

Programming is a core skill in CS and SE, yet identifying and resolving code errors remains challenging for practitioners. LLMs have shown remarkable capabilities in NL understandi…