An IR-based Graph RAG pipeline that retrieves, filters, and reasons over one-hop subgraphs from an existing failure knowledge graph outperformed SP-based Graph RAG and ChatGPT on a small ROUGE evaluation.
Extracting causal knowledge using clue phrases and syntactic patterns,
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Knowledge Management for Automobile Failure Analysis Using Graph RAG
An IR-based Graph RAG pipeline that retrieves, filters, and reasons over one-hop subgraphs from an existing failure knowledge graph outperformed SP-based Graph RAG and ChatGPT on a small ROUGE evaluation.