Revisiting Bi-Encoder Neural Search: An Encoding--Searching Separation Perspective

Hung-Nghiep Tran, Akiko Aizawa, Atsuhiro Takasu

This paper reviews, analyzes, and proposes a new perspective on the bi-encoder architecture for neural search. While the bi-encoder architecture is widely used due to its simplicit…