Hello friends, How to deal with the 2 intents having similar kind of text? For example, I am having following Intents: [image] \ Also, I do have both these intents in the stories.md as the initial point(entry point). But, when I request for the text: “sales by period”, it correctly gives a response i.e classifies as intent “sales_function” but when querying with text: “compare sales over by period”, also RASA marks as the intent “sales_function”, which is wrong. It must identify as “compare_sales_over_period”. How to overcome this? Thanking you! Regards, Krunal Jain

Hi! I would say that in that case, the whole message would be the entity, so: intent:compare_sales - [sales over period](sales_function: sales by period) you also need to make sure to add synonyms to your nlu data: synonym:sales by period - sales over period - sales per period and make sure to add the EntitySynonymMapper to your pipeline. So sales over period would map to (essentially be replaced by) sales by period.

Difficulties in training the bot with similar text for differrent intents

Rasa Open Source

pranay_raj (Pranay) January 11, 2020, 7:04pm 11

Hey Ella @erohmensing Can you please help me out on this?

Topic		Replies	Views
Same statement different Intents under different context Rasa Open Source	1	1220	February 14, 2019
How to handle same intents Rasa Open Source	2	889	December 18, 2019
Need help ! Same answers for different intents Rasa Open Source	0	332	January 31, 2020
Intents with the same text Rasa Open Source	1	741	September 10, 2019
Intent classification with similar examples in nlu.md Rasa Open Source	1	1863	January 13, 2020

Difficulties in training the bot with similar text for differrent intents

Related topics