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claim_extraction_classifier
KnutJaegersberg/claim_extraction_classifier
claim_extraction_classifier is a text classification model from KnutJaegersberg. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
deberta-v3-large trained for one epoch (properly underfitted) on a dataset that combined FEVER data with externally sourced non-claims. Label 0: no claim Label 1: claim
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Model card
From the Hugging Face model README
deberta-v3-large trained for one epoch (properly underfitted) on a dataset that combined FEVER data with externally sourced non-claims. Label 0: no claim Label 1: claim
Paper of the data: "Claim extraction from text using transfer learning" - By Acharya Ashish Prabhakar, Salar Mohtaj, Sebastian Möller
https://aclanthology.org/2020.icon-main.39/
Performance on held out data:
Accuracy 0.8128525 F1_Score 0.854962 mcc 0.6173648
properly is of use already
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- License
- mit
- Created
- Mar 16, 2023
- Updated
- Aug 1, 2023