Retrieval-augmented generation reaches 0.66 weighted F1 for invalid bug report subclassification while agentic web search reaches 68.9% Judge LLM success for no-code fix generation.
Llm-brc: A large language model-based bug report classification framework
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Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports
Retrieval-augmented generation reaches 0.66 weighted F1 for invalid bug report subclassification while agentic web search reaches 68.9% Judge LLM success for no-code fix generation.