A nugget-based RAG pipeline with query rewriting and cluster-based summarization is applied to the LiveRAG challenge, where few rewrites plus the original query improve recall and larger document cutoffs hit diminishing returns.
Cormack, Charles L
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UiS-IAI@LiveRAG: Retrieval-Augmented Information Nugget-Based Generation of Responses
A nugget-based RAG pipeline with query rewriting and cluster-based summarization is applied to the LiveRAG challenge, where few rewrites plus the original query improve recall and larger document cutoffs hit diminishing returns.