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---
license: mit
pipeline_tag: text-classification
tags:
- deberta
datasets:
- KnutJaegersberg/FEVER_claim_extraction
---
deberta-v3-large trained for one epoch (apparently undertrained, also picked not the smallest batch size) 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 |