Entity recognition CRF without intent classification

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

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:

Okay thankyou very much :slight_smile: