Entity recognition CRF without intent classification

Rasa Open Source
1

Can I train only ner_crf without intent classification? It will be decrease accuracy on entity extraction? I tried not using rasa for entity extraction using sklearn_crfsuite alone but it so hard convert from json rasa format dataset into BILOU formatting to feed into CRF sklearn_crfsuite. Can you give advice how to convert rasa dataset into CRF dataset format?

Any help appreciated

Thank you

2

you don’t need to convert your data to use entity extraction. The rasa format works fine. And intent classification doesn’t influence ner_crf at all :slight_smile:

3

Okay thankyou very much :slight_smile: