New Open-Source SOTA for French Sparse Retrieval Beats BM25 on Synonyms

antoine_chaffin · x · 2026-10-12

A new open-source SOTA for French sparse retrieval was released. Sparse embedding models can retrieve synonyms for query words, unlike exact-match BM25. LightOn researcher Antoine Chaffin celebrated that their open models and data (mLateOn) helped create it: "The future is sparse" — and open releases call for open release.

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