Unveil the Duality of Retrieval-Augmented Generation: Theoretical Analysis and Practical Solution.
Shicheng XuLiang PangHuawei ShenXueqi ChengPublished in: CoRR (2024)
Keyphrases
- theoretical analysis
- information retrieval
- optimal solution
- image database
- real world
- linear equations
- image retrieval
- linear programming
- numerical simulations
- information retrieval systems
- lower bound
- video sequences
- real time
- query expansion
- retrieval systems
- document retrieval
- retrieval model
- efficient retrieval
- objective function
- dual formulation