circlePi / NER

BiLSTM+CRF by Pytorch and classic CRF by pysuite 基于双向循环神经网络和CRF特征模板的信息抽取

NER

DATA

• 2014 people daily newspaper tagged dataset
• For convience, the preprocessed data is free to download at https://pan.baidu.com/s/17sa7a-u-cDXjbW4Rok2Ntg

pycrf

• A implement of crf by feature template with pysuite

bilstm_crf

• pytorch 0.4.0
• bilstm + crf

Thanks to the blog of createMoMo for enlightening the implements of crf.

https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

The chinese version of this blog is also available in https://state-of-art.top

If you have any question, please feel free to contact me at [e-mail].