ade-benchmark-corpus/ade_corpus_v2
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How to use abhibisht89/spanbert-large-cased-finetuned-ade_corpus_v2 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="abhibisht89/spanbert-large-cased-finetuned-ade_corpus_v2") # Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("abhibisht89/spanbert-large-cased-finetuned-ade_corpus_v2")
model = AutoModelForTokenClassification.from_pretrained("abhibisht89/spanbert-large-cased-finetuned-ade_corpus_v2", device_map="auto")spanbert-large-cased fine-tuned for "Adverse drug reaction" and "Drug" span Extraction.
Details of spanbert-large-cased: https://huggingface.co/SpanBERT/spanbert-large-cased
Details of the downstream task (Adverse drug reaction and Drug Extraction) - Dataset https://huggingface.co/datasets/ade_corpus_v2