Extracting root word

Rasa Open Source
1

Hi @community In my training data there is no keyword called Dentist but the model is trained on the keyword Dental. So the DIET extracted:

{
  "intent": {
    "name": "about_program",
    "confidence": 0.997473955154419
  },
  "entities": [
    {
      "entity": "program",
      "start": 26,
      "end": 33,
      "extractor": "DIETClassifier",
      "value": "dentist"

    }
  ],

But in my database I have the program name as Dental. this happened because Stemming. So is there a way that I can get the root word (Dental) on which my modal is trained?

so Ctrl+F found dental in lookup table

Screenshot%20from%202020-03-20%2013-37-36
Screenshot%20from%202020-03-20%2013-37-361366×768 115 KB
But didn’t found dentist
Screenshot%20from%202020-03-20%2013-38-07
Screenshot%20from%202020-03-20%2013-38-071366×768 115 KB

2

Check this tutorial: