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: 6 days ago
JSON representation

Pytorch-Named-Entity-Recognition-with-transformers

• Host: GitHub
• URL: https://github.com/liuyukid/transformers-ner
• Owner: liuyukid
• Created: 2020-05-09T04:05:33.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-06-01T07:33:20.000Z (about 4 years ago)
• Last Synced: 2024-03-01T07:31:35.268Z (4 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: 205
• Watchers: 2
• Forks: 45
• Open Issues: 13
• Metadata Files:
  • Readme: README.md

Lists

• awesome-stars - liuyukid/transformers-ner - Pytorch-Named-Entity-Recognition-with-transformers (Python)

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`