I want to use Rasa NLU to accomplish the task of processing utterances with multiple intents and slot tagging the entities related to each intent appropriately. An example scenario would be - “turn off the bedroom light and wake me up at 6am” where the first intent is “turn_off” with an entity, [device] = bedroom light and the second intent is set_alarm with an entity [time] = “6am” I just need to use it for NLU, and pass the detected information to an IOT service. I am able to get the intent detection working, but am not able to wrap my head around how to identify the relevant entities/fill slots. Any ideas would be much appreciated. Thanks Shubham

Multiple intent detection with slot tagging for each intent

shubhamnatraj (shubham natraj) April 17, 2020, 5:53am 6

I did try a lookup table, ran into an issue with it.

Created another thread for it here. Could you please have a look.

Topic		Replies	Views
Named Entity Mentions as they relate to Intents Rasa Open Source	6	1988	December 18, 2019
Some question about slot filling Rasa Open Source	3	1040	September 17, 2018
RASA NLU: Multiple entity extraction from Single intent Rasa Open Source	2	1506	January 7, 2020
Using single entity for two different intent's Rasa Open Source	13	2700	May 13, 2020
Limit the entities extracted for a particular intent Rasa Open Source	19	3266	November 23, 2020