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Cong Zhang

2 papers indexed

arxivcs.SEcs.AI2026-07-02

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models

Yalin Liu, Kosay Jabre, Rui Abreu, Zachariah J. Carmichael, Vijayaraghavan Murali, Akshay Patel, et al.

Predictions by machine learning (ML) and artificial intelligence (AI) models are often received skeptically unless they are paired with intelligible explanations. In the context of just-in-time defect prediction, highlighting small portions of a software change (diff) -- beyond r…

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