Hi I have been working on training t5-small to do a cusgom task for example
Endorsement A: Fraudulent Claims Clause – SA200
and convert it to
Fraudulent Clause – SA200;
This is a very contrived example but hopefully you get the idea.
So after training the model is outputting im getting is quite good.
The problem I have come across is what the model does if it gets a pievce of text it doesnt understand -
“Hi my name is t5.”
I would like the model to output nothing. Instead T5 attempts a translation task instead.
i would really like to it output nothing in this case.
Whati have done so far
- I played around with appending “summarize” to the input text. But i dont think this is the correct task as it “kind of” worked but removed more text from the original input than i would of liked
Any ideas of how i can handle input that doesn’t match with the specific task i am doing?
Thank you.