# Multilingual Sentence Embeddings

> Source: https://sukruyusufkaya.com/en/glossary/multilingual-sentence-embeddings
> Updated: 2026-05-13T21:00:25.064Z
> Type: glossary
> Category: dogal-dil-isleme
**TLDR:** An approach that represents sentences from different languages in a shared semantic space, enabling cross-lingual matching.

<p>Multilingual sentence embeddings aim to bring semantically equivalent texts from different languages close together in a shared vector space. This capability is highly valuable for cross-lingual retrieval, multilingual search, global product catalogs, and support systems. Language-independent semantic alignment is one of the strongest building blocks of multilingual NLP infrastructure.</p>