SelfHeal: Empirical Analysis of Fix Patterns with a Multi-Agent System for Bug Repair in LLM Agents

Agreement Scores

Data Annotation Agreement Score

Fix Patterns

Dataset Used for Empirical Study

Differnt sheets represent different souces (i.e. Stack Overflow, GitHub commits, GitHub issues and HuggingFace Forums)

Detailed Result.xlsx

Detailed Analysis of the evaluation

Code:

Will be released after publication

github.com/Laboratory-software-Innovation/SelfHeal

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