STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases.
Shirley WuShiyu ZhaoMichihiro YasunagaKexin HuangKaidi CaoQian HuangVassilis N. IoannidisKarthik SubbianJames ZouJure LeskovecPublished in: CoRR (2024)
Keyphrases
- knowledge base
- relational databases
- image database
- description logics
- image retrieval
- relational data
- retrieval systems
- information retrieval
- multimedia
- efficient retrieval
- document retrieval
- relevance feedback
- knowledge acquisition
- document structure
- retrieval accuracy
- test collection
- logic programming
- information retrieval systems
- natural language
- keywords
- knowledge representation
- data model
- semantic network
- relational model
- multimedia databases
- free text
- content based retrieval
- retrieval method
- relational learning
- multi relational
- structured documents
- database