LLM program-repair success is associated with diffuse attention across diagnostic bug-report content, while failures correlate with over-focus on metadata such as version information.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair
LLM program-repair success is associated with diffuse attention across diagnostic bug-report content, while failures correlate with over-focus on metadata such as version information.