This is a SciBERT based model fine tuned to perform Named Entity Recognition for drug names and adverse drug effects. This model classifies input tokens into one of five classes: B DRUG : beginning of a drug entity I DRUG : within a drug entity B EFFECT : beginning of an AE entity I EFFECT : within an AE entity O : outside either of the above entities To get started using this model for inference, simply set up an NER pipeline like below: SciBERT: https://huggingface.co/allenai/scibert scivocab uncased Dataset: https://huggingface.co/datasets/ade corpus v2
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