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ProblemMap/GlobalFixMap/Language/hybrid_ranking_multilingual.md
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# Hybrid Ranking in Multilingual Corpora · Global Fix Map
<details>
<summary><strong>🧭 Quick Return to Map</strong></summary>
<br>
> You are in a sub-page of **Language**.
> To reorient, go back here:
>
> - [**Language** — multilingual processing and semantic alignment](./README.md)
> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
>
> Think of this page as a desk within a ward.
> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
</details>
Stabilize hybrid retrieval across languages and scripts. Lock bm25 to dense weights, keep analyzers and tokenizers aligned, and verify with ΔS, λ, and coverage targets.
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