Bi-Encoder

Обзор

A bi-encoder encodes the query and each passage independently into vectors, and relevance is their similarity. It solves the problem that a cross-encoder must run once per candidate, which is impossible against a large collection. It exists as the half of retrieval that can be precomputed and indexed, at the cost of losing the interaction between query and passage.

Граф технологий

Как Bi-Encoder связана с остальным стеком.

Инструменты

ПО, которое реализует Bi-Encoder или интегрируется с ним.

Альтернативы

• Cross-Encoder concept

  Альтернатива для Bi-Encoder · source

Сравнения

Подробные сопоставления с альтернативами выше.

• Cross-Encoder vs Bi-Encoder