CODEWITHSUNDEEP
artificial-intelligenceazure-cognitive-servicesazure-language-understanding
Anurag Bhandari
Anurag Bhandari

Reputation: 633

HTTP service returning wrong intent despite correct training

I have a strange situation. For some utterances, LUIS has been trained to return GetGenericResponse intent. Eg., thank you, you are nice, etc. (screenshot below)

enter image description here

But in the JSON, LUIS is returning the wrong intent (GetBotIntroduction) for them. This is even after manually clicking the “Train” button and republishing the service.

enter image description here

Am I missing something here?

Upvotes: 3

Views: 164

Answers (1)

Anurag Bhandari
Anurag Bhandari

Reputation: 633

I had posted this question on LUIS MSDN forums as well. Someone from Microsoft responded with a solution that worked for me.

LUIS uses a machine learning model to make its predictions and in some edge cases when two intents are similar it can get confused on certain utterances even if they are labelled as one intent or the other.

To fix this issue you need only to add 1 or 2 more labels to “GetEducationHelp” that are similar to “learning about ai”, such as “I am learning about ai”. Once you retrain after adding that label the model should learn to distinguish between both intents sufficiently.

https://social.msdn.microsoft.com/Forums/azure/en-US/75ea0e86-a4d0-4aa6-bfaa-054d899079a4/http-endpoint-returning-wrong-intent-despite-correct-training?forum=LUIS

Upvotes: 2

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