Update README.md

README.md

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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