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@@ -23,7 +23,27 @@ Utilizing this approach, we demonstrated improvements in regression tasks for ev
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654e897ddd2482b0592bfffa/M3d-1h_6XvUA11kHd-ge1.png)
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  ## Acknowledgements
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654e897ddd2482b0592bfffa/M3d-1h_6XvUA11kHd-ge1.png)
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+ ## Our Results with same dataset using DeBERTa v3
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+ # main
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654e897ddd2482b0592bfffa/cptDT8s2FueH89mK9Bz4S.png)
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+ # augmented
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654e897ddd2482b0592bfffa/MaRuPaPzneJsjJNSqHsT6.png)
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+ # balanced
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654e897ddd2482b0592bfffa/5XaAMBbZGmAGt5gcjZDdZ.png)
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+ # Classification Tasks
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654e897ddd2482b0592bfffa/dR9oN4kFbPsnimJVV2ePe.png)
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  ## Acknowledgements
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