Multi Intent Classification

Rasa Open Source
1

Hi,

Wanted to understand a few things in multi-intent classification:

Suppose i have 2 sets of training data with: intent: topicA+topicB intent: topicC+topicA

Now if the user inputis of intent topicA+topicC will the bot be able to derive the intents?

I tried a similar thing it does not look that the bot is able to classify new multi-intent combination.

2

it wont , need to train topicA+topicC

3

Ok… Thanks for replying.

Suppose I have topic A,B,C,D,E,F,G,H and any combination is possible is there a better way of having multiple intents classified, as the training data will be prohibitive for all these combinations.

4

Hi Dip, do the corresponding stories differ for every intent combination?

For example, if A+D and B+D follow the same story in Core as intent D, it would make sense to add examples of A+D and B+D directly into intent D instead of using multi-intents.