ResponseSelector low accuracy

@dakshvar22 Thank you for answering this. To say the truth, in the meantime I wrote my own response selector, which is much much simpler. I also started a new post: I am trying to create a new response selector: How to prepare features for the class?

What I did is simple: I map input into an intent (such as chitchat/action1), and then I select a response from all available responses in the responses.md file.

This works better than the rasa’s response selector (much fewer errors). although it still has some mis-classifications. And it solves the problem of not responding all responses.

I think in my case, where chitchat is huge (~23.000 questions) and almost as many answers, embedding both answers & questions in the same space and selecting through similarities, is not a good strategy.