get rid of toggle in choice interface

[honnibal (Matthew Honnibal)]

Not 100% sure this is what you're asking, but could the "choice_style": "multiple" do what you need?

@ines

Depending on your label scheme, you can set "choice_style": "multiple" in your config to allow multiple selection, or "choice_auto_accept": true to automatically accept a task if an option was selected.

For your other question:

@mhigginslp

Also, I want to confirm that the current textcat model will work with the multiclass case because you are not taking a softmax over all the labels, but a prediction for each label … correct?

In theory yes, that's correct --- that's how the model works, although we haven't tested this well with a choice interface for textcat. So if your results seem to not make sense, it's possible we have a bug in the data transformation around the multiple labels.