The fine_tune codes for NER CoNLL2003 with bert_base(cased) model

google-research / bert

TensorFlow code and pre-trained models for BERT

https://arxiv.org/abs/1810.04805

Apache License 2.0

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The fine_tune codes for NER CoNLL2003 with bert_base(cased) model #345

Open HAWLYQ opened 5 years ago

HAWLYQ commented 5 years ago

Could you share your fine_tune codes for NER CoNLL2003 with bert_base(cased) model? I met some problems to redo the reported experiment result ( f1 - 92. 4) .

nreimers commented 5 years ago

Yes, it would be great to have that code.

I have the same issue, that my code only achieves a performance of about F1: 90.0 (test set).

davisyoshida commented 5 years ago

I haven't tried on the test set but I've also only gotten around 93 F1 on the dev set while the advertised performance is higher than 96 F1. For a start, reporting the hyperparameters that this experiment was run with would be helpful.

wangxinyu0922 commented 3 years ago

Hi, did you finally reproduce the results (with document context)?