I have dataset annotated with prodigy. I want to convert this JSONL file to CONLL BIO tagging as following
George B-PER
Washington I-PER
went O
to O
Washington B-LOC
Sam B-PER
Houseton I-PER
stayed O
home O
Is there straightforward way to do this?
Thanks
Hi! The JSON data specifies the character offsets and tokens so it's mostly just a question of converting character offsets to token-based tags. spaCy has some handy utilities for this that can do it automatically for you. See here for a code example: https://prodi.gy/docs/named-entity-recognition#tip-offsets-biluo