The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation.
Eric YangJonathan AmarJong Ha LeeBhawesh KumarYugang JiaPublished in: CoRR (2024)
Keyphrases
- original query
- query formulation
- multiple queries
- boolean queries
- retrieval process
- query terms
- retrieval systems
- semantic query
- query generation
- query specific
- query expansion
- retrieval quality
- query processing
- user queries
- query evaluation
- documents retrieved
- exact match
- indexing techniques
- ad hoc retrieval
- web retrieval
- query words
- range queries
- data retrieval
- information retrieval systems
- database queries
- retrieval method
- keyword queries
- query performance prediction
- information retrieval
- query refinement
- approximate matches
- text queries
- query types
- indexing structure
- relevance model
- efficient processing
- relevance feedback
- response time
- query logs
- initial query
- query answers
- retrieval model
- queries involving
- retrieval strategies
- structured queries
- query difficulty
- ranked retrieval
- database
- test collection
- document retrieval
- query independent
- relevant documents
- query dependent
- retrieved images
- query suggestion
- retrieval effectiveness
- search queries
- language model
- complex queries
- result set
- search engine
- relevance judgments
- meta search
- image retrieval
- natural language queries
- similarity queries
- distributed information retrieval
- data sources
- average precision
- relevant images
- relevance ranking
- search experience
- web search engines
- pseudo relevance feedback
- query result
- search interface
- inverted index
- retrieved documents