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I think the current format that spacy uses for NER data is DocBin. I don't know if there is a open spec that will allow reading and writing this format. Maybe reading the spacy code will help.
We should try to reimplement the msgPack format from spacy. https://msgpack.org/ should be helpful. Maybe also implement import.
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