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DT4H/
cardio-ner-multilingual-xlm-roberta-large-multilabel

Name: cardio-ner-multilingual-xlm-roberta-large-multilabel
Availability: InStock

safetensors

xlm-roberta

clinical, medical, ner, healthcare, cardiology, multilingual

multilingual

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Model Card for Cardio-Ner-Multilingual-Xlm-Roberta-Large-Multilabel

Description

Multilingual cardiology NER model for disease, medication, procedure, and symptom recognition

Model Details

Language: MULTILINGUAL
Task: token-classification
Framework: pytorch

How to Use

python

from transformers import AutoTokenizer, AutoModelForTokenClassification

model_name = "DT4H/cardio-ner-multilingual-xlm-roberta-large-multilabel"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForTokenClassification.from_pretrained(model_name)

Acknowledgments

This work received funding from the European Union’s Horizon Europe research and innovation programme under Grant Agreement No. 101057849 (DataTools4Heart project).