Rasa Nlu: Multiple Entity Extraction From Single Intent

Am trying to retrieve different entities from a single intent using rasa nlu below is the nlu part of training data ##intent communicate - communication address of [JhonDoe](name

Solution 1:

Create more variation and probably a lookup table will be helpful. Try add in a different lookup files for both name and designation entity

Hope this helps!

Solution 2:

Just an idea! parse it through a spell check first. Or train a model that works on character embeddings similarity. But these are a few drawbacks we will always have to face.