https://github.com/liuyukid/transformers-ner

Pytorch-Named-Entity-Recognition-with-transformers
https://github.com/liuyukid/transformers-ner

adversarial-training albert bert camembert crf distilbert electra fgm ner pgd pytorch roberta softmax span transformers xlm xlmroberta

Last synced: 3 months ago
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Pytorch-Named-Entity-Recognition-with-transformers

• Host: GitHub
• URL: https://github.com/liuyukid/transformers-ner
• Owner: liuyukid
• Created: 2020-05-09T04:05:33.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-06-01T07:33:20.000Z (over 4 years ago)
• Last Synced: 2024-06-17T20:00:23.584Z (5 months ago)
• Topics: adversarial-training, albert, bert, camembert, crf, distilbert, electra, fgm, ner, pgd, pytorch, roberta, softmax, span, transformers, xlm, xlmroberta
• Language: Python
• Size: 1.71 MB
• Stars: 207
• Watchers: 2
• Forks: 45
• Open Issues: 14
• Metadata Files:
  • Readme: README.md

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README

        
# transformers-ner

Pytorch-Named-Entity-Recognition-with-transformers

Support chinese ner and english ner datasets

## dataset list 

1. cluener(chinese)

2. conll2003(english)

## model_list

1. (bert, albert, electra, roberta, distilbert, camembert, xlm, xlmroberta) + softmax

2. (bert, albert, electra, roberta, distilbert, camembert, xlm, xlmroberta) + crf

2. (bert, albert, electra, roberta, distilbert, camembert, xlm, xlmroberta) + span

## requirement

1. Pytorch=1.1.0+

2. transformers=2.8.0

## run the code

1. `sh scripts/run_xxx_ner.sh`