Retrieving answers from the LHCb literature using hierarchical paper trees and a knowledge graph of uncertainties modestly outperforms standard chunk-based RAG in a proof-of-concept.
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Seeing the Forest Through the Trees: Knowledge Retrieval for Streamlining Particle Physics Analysis
Retrieving answers from the LHCb literature using hierarchical paper trees and a knowledge graph of uncertainties modestly outperforms standard chunk-based RAG in a proof-of-concept.