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DT4H/cardio-ner-multilingual-procedure-xlm-roberta-large-multiclass

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Model Card

Model Card for Cardio-Ner-Multilingual-Procedure-Xlm-Roberta-Large-Multiclass

Description

Multilingual cardiology NER model for procedure 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-procedure-xlm-roberta-large-multiclass"
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).