Code understanding

Hi, Work is really great. 

I am just trying to understand if labels are None, then encoders are outputting matrices instead of scalers, but you have not made any provision for this in your code.

Also what is neg in cross encoders? Can you please provide some context on the variables that you use using commenting?

Also why bi & poly encoder model use responses as 3-dimensional stuff?
