Analysis of GitHub commits shows developers mostly accept LLM refactoring suggestions without changes, with modifications clustering into five patterns based on activity, prompt, and response validity.
A Review on Code Generation with LLMs: Application and Evaluation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Patterns of Developer Adoption of LLM-Generated Code Refactoring Suggestions
Analysis of GitHub commits shows developers mostly accept LLM refactoring suggestions without changes, with modifications clustering into five patterns based on activity, prompt, and response validity.