#
cadec
Here are 3 public repositories matching this topic...
This project involved fine-tuning BioBERT on the CSIRO Adverse Drug Event Corpus (CADEC) dataset to perform Named Entity Recognition (NER) and detect adverse drug responses through customer reviews.
natural-language-processing deep-learning named-entity-recognition bert-fine-tuning cadec fine-tuning-transformer
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Updated
Mar 26, 2025 - Jupyter Notebook
Adverse drug event NER on CADEC: feature-engineered CRF vs fine-tuned BioBERT/PubMedBERT, with class-imbalance and error analysis
crf named-entity-recognition pharmacovigilance clinical-nlp biobert cadec adverse-drug-events pubmedbert
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Updated
Oct 22, 2026 - Python
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