AI & ML interests

Natural language processing for automatic text simplification of medical texts

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lcampillos  updated a model about 2 months ago
CLARA-MeD/mdeberta-v3-base-finetuned-ner
lcampillos  updated a model about 2 months ago
CLARA-MeD/Medical-mT5-large-CWI
lcampillos  updated a model about 2 months ago
CLARA-MeD/bert-base-spanish-wwm-cased-cwi
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The CLARA-MeD project applies automatic natural language processing methods to enhance the accessibility of health information.

One of the approaches is term simplification; i.e. substituting a difficult-to-read word (e.g. amigdalectomía) with an easier or more explicative paraphrase (e.g. operación de anginas).

The CLARA-MeD repository includes the following work:

  • A parallel corpus of technical-patient aligned sentences, extracted from the CLARA-MeD comparable corpus of technical and laymen documents.
  • Models used in experiments to compare simplification approaches based on state-of-the-art neural-network algorithms.