I am using DIET for both Intent classification & entity prediction. I can see presence of certain entity values influence intent classification.
Example:
- Change quantity of bread
- Change quantity of Pizza
gets classified into two different intents whereas it should be same. Is there any parameter that we can set to disable this influence ?
Is there any way we can disable the effect of entities to influence intent classification ?