DIETClassifier does not generalize?

Yes, entities will now have an role. Although entity is a Country in my case, But it has two options either it can be a currentlocation or destination. I used FormAction here. So It will do automatic slot filling for me.

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If you want to try different approach. You can write a if/else condition and predict user is going to utter current location first and destination second. Example I done before. By doing this you will lose NER capabilities.