Improve my custom actions prediction

I’m building a bot for fetching news to the user . the scenario is when user ask for technology news the bot goes to custom action action_tech, I trained my bot alot with online training but the issue the bot still get confused between actions

example of my story:

stories_4

  • greet
    • utter_greet
  • inform_news{“news”: “business”}
    • slot{“news”: “business”}
    • action_business
  • thanks
    • utter_thanks
  • inform_news{“news”: “sports”}
    • slot{“news”: “sports”}
    • action_sports
  • thanks
    • utter_thanks
  • inform_news{“news”: “general”}
    • slot{“news”: “general”}
    • action_general
  • thanks
    • utter_thanks
  • inform_news{“news”: “technology”}
    • slot{“news”: “technology”}
    • action_tech
  • inform_news{“news”: “science”}
    • slot{“news”: “science”}
    • action_sci
  • goodbye
    • utter_goodbye

this is my core evaluation result :

Screenshot%20from%202018-11-26%2021-42-14

Should I train my bot and add more stories or what I can do to make bot predict same action as the slot.

Never mind I slove it by changing my news api request url to pass a slot and make just one action like weather bot tutorial

1 Like

Glad you found the solution! :slight_smile: