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
3. (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