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NLP · Named entity recognition
NER as token-level sequence labelling with BIO tags, running spaCy's pretrained pipeline, and why entity spans make evaluation tricky.
- NER labels spans of tokens as people, places, organisations, dates and so on.
- BIO tags (B-egin, I-nside, O-utside) turn span labelling into per-token classification.