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license: mit |
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pipeline_tag: text-classification |
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tags: |
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- deberta |
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datasets: |
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- KnutJaegersberg/FEVER_claim_extraction |
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--- |
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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. |
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Label 0: no claim |
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Label 1: claim |
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Paper of the data: |
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"Claim extraction from text using transfer learning" - By Acharya Ashish Prabhakar, Salar Mohtaj, Sebastian Möller |
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https://aclanthology.org/2020.icon-main.39/ |
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Performance on held out data: |
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Accuracy 0.8128525 |
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F1_Score 0.854962 |
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mcc 0.6173648 |
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properly is of use already |
