Emotional Impact Data

[Megh-Thakkar]

The online demo highlights words based on their emotional impact. Is there a method to obtain numerical values or order of the impact of the words in the input?

[bfelbo]

The way we do it is to make a prediction without each word in the sentence. The words that when excluded make the prediction differ the most has the highest emotional impact. It shouldn't be too hard for you to implement using the standard DeepMoji model in this repo :)

[Megh-Thakkar]

That is really smart. Thank you.