A RAG pipeline with BM25, FAISS, a reranker, and a Mistral 7B generator raises domain-specific QA F1 from 5.45% to 42.21% on a self-built Pittsburgh/CMU test set.
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Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU
A RAG pipeline with BM25, FAISS, a reranker, and a Mistral 7B generator raises domain-specific QA F1 from 5.45% to 42.21% on a self-built Pittsburgh/CMU test set.