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Independent Intent & Entity prediction using DIET

post by siriusraja on Aug 3, 2021

I am using DIET for both Intent classification & entity prediction. I can see presence of certain entity values influence intent classification.

Example:

  1. Change quantity of bread
  2. 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 ?

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