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Performs sentence classification to determine whether a given sentence is a contribution sentence or not from the research paper

Model Details

Model Description

  • Model type: text-classification
  • Language(s) (NLP): EN
  • Finetuned from model: allenai/scibert_scivocab_uncased

How to Get Started with the Model

Use the code below to get started with the model.

from transformers import pipeline
from transformers import BertTokenizer, BertForSequenceClassification
model = BertForSequenceClassification.from_pretrained("Goutham-Vignesh/ContributionSentClassification-scibert")

tokenizer=BertTokenizer.from_pretrained('Goutham-Vignesh/ContributionSentClassification-scibert')
text_classification = pipeline('text-classification', model=model, tokenizer=tokenizer)