Unveil the Duality of Retrieval-Augmented Generation: Theoretical Analysis and Practical Solution.

Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng

Published 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