From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
Darren EdgeHa TrinhNewman ChengJoshua BradleyAlex ChaoApurva ModySteven TruittJonathan LarsonPublished in: CoRR (2024)
Keyphrases
- database
- data structure
- query processing
- flow graph
- user queries
- similarity graph
- graph representation
- query graph
- response time
- structured data
- proximity graph
- retrieval systems
- data sources
- keywords
- multi document summarization
- reachability queries
- query evaluation
- error tolerant
- uniform manner
- database queries
- graph structure
- query expansion
- random walk
- relevance feedback
- information retrieval
- graph databases
- graph theory
- subgraph isomorphism
- data objects
- range queries
- user interaction