Stop Word Dropout Layer - Data Augmentation

[aflah02]

This is an extension to the Random Deletion Layer. I currently plan to use this issue to link the next PR which will add Stop Word Deletion specifically to the Random Deletion Layer as a parameter. I can also see this being a stand alone layer but probably the former is better!

[mattdangerw]

Can you explain more of how this will work? This will be a layer that randomly deletes stop words? Or deterministically drops stopwords?

[aflah02]

Hey @mattdangerw I was thinking this would make the layer drop stop words only randomly. This is used in this paper as an adversarial strategy