CLARA-MeD/mdeberta-v3-base-finetuned-ner
0.3B ⢠Updated ⢠138
AI & ML interests
Natural language processing for automatic text simplification of medical texts
Organization Card
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. amigdalectomiÌa) with an easier or more explicative paraphrase (e.g. operacioÌn 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.
models 11
CLARA-MeD/Medical-mT5-large-CWI
0.6B ⢠Updated ⢠2
CLARA-MeD/bert-base-spanish-wwm-cased-cwi
0.1B ⢠Updated ⢠9
CLARA-MeD/flan-t5-large
Updated ⢠2 ⢠1
CLARA-MeD/bertin-gpt
Updated
CLARA-MeD/mbart-large-50
Updated ⢠1
CLARA-MeD/pegasus-xsum
Updated ⢠2
CLARA-MeD/flan-t5-base
Updated ⢠4
CLARA-MeD/mt5-simplification-spanish
Updated ⢠5 ⢠2
CLARA-MeD/marimari-r2r-mlsum
Updated ⢠6