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PyTorch implement of BiLSTM-CRF for Chinese NER

Perl 41.93% Python 58.07%
pytorch bilstm-crf named-entity-recognition

bilstm-crf-chinesener.pytorch's Introduction

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

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