---
license: mit
pipeline_tag: text-classification
tags:
- deberta
datasets:
- KnutJaegersberg/FEVER_claim_extraction
---

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