Tag: embeddings

All the articles with the tag "embeddings".

• Low-Dimensional Representations: Projection, MRL, and Sparse Representations

  27 May, 2026

  In large-scale retrieval systems, embedding cost comes from model inference, vector storage, memory bandwidth, and KNN search. This post compares projection, MRL, and CSR-style sparse representations.

• Think Before You Embed

  17 May, 2026

  Production search systems rewrite queries with LLMs before embedding them. Two ICLR 2026 papers ask what happens when elaboration and embedding share a model and a gradient.