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Reproduce BERT-NER result #581

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sbmaruf opened this issue Apr 16, 2019 · 5 comments
Closed

Reproduce BERT-NER result #581

sbmaruf opened this issue Apr 16, 2019 · 5 comments

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@sbmaruf
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sbmaruf commented Apr 16, 2019 •
edited

Is there any implementation of NER that reproduce the table 3 results from the https://arxiv.org/pdf/1810.04805.pdf paper?
@inessoveral
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@sbmaruf did you manage to find this?

@sbmaruf
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sbmaruf commented Oct 19, 2019

No, I haven't found any official TensorFlow version.
I heard that they add some document level info for BERT-NER. Without that BERT doesn't achieve SOTA. For details follow kamalkraj/BERT-NER#1

@dsindex
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dsindex commented Apr 10, 2021

with document context to BERT, we can achieve 92.35% (F1)
dsindex/ntagger#4 (comment)

@sbmaruf
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sbmaruf commented Apr 20, 2021

Closing the issue due to inactivity.

@sbmaruf sbmaruf closed this as completed Apr 20, 2021
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@dsindex @sbmaruf @inessoveral and others