Hi
I would like to fine-tune XML RoBERTa for multilanguage NER with OntoNotes 5 dataset, but I really can’t understand how to do that. Honestly, I read the paper and I know the theory behind this process, but I can’t understand how to that with transformers module! I did not find any relevant example for it!
For now, I have my ontonotes5 data in the following form:
('لكن', 'O'),

(‘وزارة الداخلية الباكستانية’, ‘ORG’),
(‘وزارة’, ‘O’),
(‘الداخلية’, ‘O’),
(‘الباكستانية’, ‘O’),
(‘قالت’, ‘O’),
(‘ان’, ‘O’),
(‘11’, ‘CARDINAL’),
(‘11’, ‘O’),
(‘شخصا’, ‘O’),
(‘ً قتلوا’, ‘O’),
and this model: xlm-roberta-large · Hugging Face