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Extracting-ADEs-from-Medical-Forum-Posts

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Identified ADEs and associated terms in an annotated corpus with Named Entity Recognition (NER) modeling with Flair and PyTorch. Fine-tuned pre-trained transformer models such as XLM-RoBERTa, SpanBERT, and Bio_ClinicalBERT. Achieved F1 scores of 0.73 and 0.77 for BIOES and BIO tagging models, respectively.

Creat2023-06-24T06:06:43
Update2025-03-05T00:19:14
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