Before revision: Dual encoder architectures perform retrieval by encoding documents and queries into dense low-dimensional vectors, and selecting the document that has the highest inner product with the query.
After revision: Dual encoder architectures perform retrieval by encoding documents and queries into dense lowdimensional vectors, scoring each document by its inner product with the query.