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Home/Authors/David Rey-Blanco

David Rey-Blanco

1 indexed paper

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26

Top categories

NLP×1AI×1ML×1

Frequent co-authors

Roberto Cruz1×

Research Timeline

2026
Generalistic or Specific Embeddings, Which is Better? An Empirical Study on Search for Clinical Coding in Non-English Languages

The authors demonstrate that fine-tuning a two-stage retrieval system using synthetic data generated by large language models can significantly improve the performance of medical semantic search for clinical coding in multiple non-English languages, often surpassing existing English-trained models.

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Papers

cs.CLcs.AIcs.LGRecentMay 28, 2026

Generalistic or Specific Embeddings, Which is Better? An Empirical Study on Search for Clinical Coding in Non-English Languages

David Rey-Blanco, Roberto Cruz

The authors demonstrate that fine-tuning a two-stage retrieval system using synthetic data generated by large language models can significantly improve the performance of medical semantic search for c…

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