Fine tuning BART on only entailments isn't working as expected

Hi all ! This is my first post on here, so please excuse any formatting issues.

I'm working on a Few Shot Text Classification project. I have 5 classes to classify phrases into (frustration, confusion, positive feedback, request action, refusal). I have 125 entailments per class (so 625 total phrases in my dataset). Around 280 of these phrases were in the original dataset given to me for my use case (collected from actual call transcripts from a contact center). The …

bart languagetechnology