How to identify multi intent of one turn in training data?

[khaldounal_huss (khaldoon al_hussayni)]

hallo, how to identify multi-intent of one turn in training data?

[mloubser (Melinda Loubser)]

Hi and welcome to the forum! I think these forum posts might address your question

How to handle Multi intents

This method of handling of multi intents https://blog.rasa.com/how-to-handle-multiple-intents-per-input-using-rasa-nlu-tensorflow-pipeline/ does not look feasible as we have to name the multi intent first though we have already defined single intents in the training data and then we also have to add data for the newly created multi-intent and train it. This way we have to create every combination of the intents, which is not good, and we need to create these combinations because user can ask f…

Multi-intent classification without multi-intent training samples?

I have training data consisting of single intents only. I now have a requirement to handle multi-intents. I have read the following: Is it possible to handle multi-intents without having to create training set examples of multi-intents using the tokenized intent method suggested? (ie thanks+goodbye) Perhaps using some confidence level threshold for any intent to classify something as multiple intent? That is, if “Thanks and goodbye” comes back .70 “goodbye” and .50 “thanks” could you say t…