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1from transformers import AutoTokenizer, AutoModelForTokenClassification
2
3model_name = "DT4H/multilingual-procedure-xlm-roberta-large-multiclass-ner"
4tokenizer = AutoTokenizer.from_pretrained(model_name)
5model = AutoModelForTokenClassification.from_pretrained(model_name)
61@inproceedings{danu2026siemens,
2 title={SIEMENS at\# SMM4H--HeaRD 2026: The Impact of Training Strategy and Backbone Selection on BERT-based Multilingual Clinical NER},
3 author={Danu, Manuela Daniela},
4 booktitle={Proceedings of the 11th Social Media Mining for Health Research and Applications (SMM4H-HeaRD 2026) Workshop and Shared Tasks},
5 pages={216--221},
6 year={2026}
7}