sentence embeddings

2 items

DOCML Mastery·4d ago

Building Semantic Search with Transformers.js and Sentence Embeddings

This content discusses the common issue of user searches yielding no results due to a lack of semantic understanding. It proposes building semantic search functionality using Transformers.js and sentence embeddings to improve result relevance.

sentence embeddings search NLP Transformers.js

Building Semantic Search with Transformers.js and Sentence Embeddings

RESEARCHarXiv CS.CL·5/5/2026

Controlled Paraphrase Geometry in Sentence Embedding Space: Local Manifold Modeling and Latent Probing

This paper investigates the local geometry of embedding clouds induced by controlled classes of semantically close sentences. The authors introduce a local geometric modeling scheme and a latent probing procedure for representation-space analysis and local manifold modeling.

Latent Space sentence embeddings natural language processing Manifold Learning