davidHdw / BiLSTM-CRF-ChineseNER.pytorch

PyTorch implement of BiLSTM-CRF for Chinese NER

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

BiLSTM-CRF-ChineseNER.pytorch

PyTorch implement of BiLSTM-CRF for Chinese NER

Requires:

  • PyTorch 0.4.1

  • Numpy

Just run python main.py --mode=train

P.S. use standard conlleval.pl to calculate entity-level precision, recall and f1-score. For details, you can refer the source codes.

Here's the best results (%):

TO BE COMPLETED

About

PyTorch implement of BiLSTM-CRF for Chinese NER


Languages

Language:Python 58.1%Language:Perl 41.9%