Multiple intents response

[bkmeneguello]

Hi, I'm coming from LUIS and noticed that interpreters returns only the more likely intent, instead of return the full intent list with scores.
My AI uses, sometimes, this list to make decisions of ambiguities.
rasa_nlu.classifiers.sklearn_intent_classifier.SklearnIntentClassifier#predict_prob return the full list. It's possible to return this list instead?

[tmbo]

I think we can make that an option, do you mind sharing the LUIS format?

[BharatSimhaReddy17]

could you please help me with the format for multiple intents?

[tmbo]

I am not quite sure what you are referring to. Do you mean the implementation of returning a list of intents including probability instead of the most probable one?

[BharatSimhaReddy17]

yea, i mean the implementation of returning a list of intents including probability.

[tmbo]

What is the format LUIS is using for this?

[bkmeneguello]

This is an example

{
    "query": "us$ 5000.00",
    "topScoringIntent": {
        "intent": "Money Answer",
        "score": 0.9999938
    },
    "intents": [
        {
            "intent": "Money Answer",
            "score": 0.9999938
        },
        {
            "intent": "Number Answer",
            "score": 0.04435608
        }
    ],
    "entities": [
        {
            "entity": "us $",
            "type": "currency",
            "startIndex": 0,
            "endIndex": 2,
            "score": 0.9984345
        },
        {
            "entity": "5000 . 00",
            "type": "number",
            "startIndex": 4,
            "endIndex": 10,
            "score": 0.9975406
        }
    ]
}

[tmbo]

Implemented on pipeline branch. Only works when sklearn intent classifier is used (mitie doesn't return the probabilities for all classes).