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N-Gram support about bert-ner HOT 5 CLOSED

kamalkraj avatar kamalkraj commented on May 18, 2024
N-Gram support

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Comments (5)

kamalkraj avatar kamalkraj commented on May 18, 2024

Hi @gittb,
N-Gram support #8
Model is designed to output as CoNLL tags

But you can join [ New , York ] [ B-LOC , I-LOC ] --> [ New York] [ LOC ]

Larger models , maybe next month

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gittb avatar gittb commented on May 18, 2024

By joining, do you mean manual post-processing?

The main reason I was curious is if I am using NER as more of a service to analyze incoming documents, I would want to know if a place is 'New York' automatically

I guess you could do this by looking for sequential similar tags but that could be problematic...

Any thoughts?

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gittb avatar gittb commented on May 18, 2024

Also, where would I find a document detailing what all of the labels mean?

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kamalkraj avatar kamalkraj commented on May 18, 2024

Hi @gittb,
joining is manual pos-processing. Labels in this NER:
["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]

https://www.clips.uantwerpen.be/conll2003/ner/

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gittb avatar gittb commented on May 18, 2024

That is all I need to know! Thank you very much

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