Synonym Handling

Rasa Open Source
1

Hello!

I have a problem with Synonym in rasa, it is not working well with me i added many examples for a Synonym Entity Value, but it is not been extracted untill i add at least one example to each Synonym value example.

I am not expecting that as there are some entity values which have a lot Synonym examples so it will be a lot of effort if we add nlu sentences to each Synonym example !!!

here you can found how i added Synonym first without sentences in nlu data:

- intent: ad_reset_password
  examples: |
    - [high](priority_type), reset my active directory password
    - I need to reset my directory password and this is [high](priority_type) priority


- synonym: high
  examples: |
    - High
    - very high
    - Urgent
    - important
    - escalation

it did not work until i added examples to each synonym for high value.

i just thinking that if there is any pipeline configuration to make this synonym mapping happen?

2

Same here

3

This is because you don’t have training examples for all of your synonyms. See the information box in the synonyms doc page titled PROVIDE TRAINING EXAMPLES.

- intent: ad_reset_password
  examples: |
    - [high](priority_type), reset my active directory password
    - I need to reset my directory password and this is [high](priority_type) priority
    - I need [very high](priority_type)
    - I need [urgent](priority_type)
...