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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 [email protected].