OpenPrompt
OpenPrompt copied to clipboard
Why does Random oversampling of imbalanced dataset give worst performance with OpenPrompt?
I used a prompt classification model with a mixed template and soft verbalizer while the prompt model was frozen and only the template and verbalizer were tuned using my imbalanced dataset and the model gives 77.51% accuracy. But when I used random oversampled dataset model gives 0.52% accuracy which was really low compared to the previous result.
Can I know whether any reason behind this? (Does oversampled dataset affects prompting?)
