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Point demo link at Cloud Run deployment

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@@ -27,7 +27,7 @@ occupation taxonomy** (ESCO + O*NET), framed and evaluated as **retrieval**: emb
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  foreign-language title (the *query*) and retrieve the closest canonical occupation label (the
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  *passage*) from a fixed corpus of 4,055 occupations.
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- **Live demo:** [Misbahuddin/job-title-normalizer](https://huggingface.co/spaces/Misbahuddin/job-title-normalizer) 路
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  **Lighter variant:** [job-title-normalizer-e5-small](https://huggingface.co/Misbahuddin/job-title-normalizer-e5-small)
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  > **Why retrieval, not classification?** Occupation taxonomies have thousands of classes and the
 
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  foreign-language title (the *query*) and retrieve the closest canonical occupation label (the
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  *passage*) from a fixed corpus of 4,055 occupations.
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+ **Live demo:** <https://job-title-normalizer-525186107937.us-central1.run.app> (Cloud Run; may cold-start ~1 min) 路
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  **Lighter variant:** [job-title-normalizer-e5-small](https://huggingface.co/Misbahuddin/job-title-normalizer-e5-small)
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  > **Why retrieval, not classification?** Occupation taxonomies have thousands of classes and the