CWS-Hmm_BiLSTM-CRF-master.zip
2401_890803516.14MB需要积分:1资源文件列表:
CWS-Hmm_BiLSTM-CRF-master.zip 大约有15个文件 
CWS-Hmm_BiLSTM-CRF-master/- CWS-Hmm_BiLSTM-CRF-master/BiLSTM-CRF/
- CWS-Hmm_BiLSTM-CRF-master/BiLSTM-CRF/__pycache__/
CWS-Hmm_BiLSTM-CRF-master/BiLSTM-CRF/__pycache__/model.cpython-35.pyc 4.78KB - CWS-Hmm_BiLSTM-CRF-master/BiLSTM-CRF/model.py 6.98KB
- CWS-Hmm_BiLSTM-CRF-master/BiLSTM-CRF/train.py 2.74KB
- CWS-Hmm_BiLSTM-CRF-master/HMM/
- CWS-Hmm_BiLSTM-CRF-master/HMM/hmm_model.py 4.47KB
- CWS-Hmm_BiLSTM-CRF-master/LSTM/
- CWS-Hmm_BiLSTM-CRF-master/LSTM/model.py 1.84KB
- CWS-Hmm_BiLSTM-CRF-master/LSTM/train.py 2.49KB
- CWS-Hmm_BiLSTM-CRF-master/README.md 780B
- CWS-Hmm_BiLSTM-CRF-master/data/
- CWS-Hmm_BiLSTM-CRF-master/data/RenMinData.txt_utf8 16.62MB
- CWS-Hmm_BiLSTM-CRF-master/data/data_u.py 2.29KB
资源介绍:
CWS-Hmm_BiLSTM-CRF-master.zip数据处理：
``` cd data python data_u.py ``` HMM：
``` cd HMM python hmm_model.py ``` LSTM：
``` cd LSTM python train.py ``` BiLSTM+CRF：
``` cd BiLSTM-CRF python train.py ``` 我运行的结果：
``` BiLSTM+CRF embedding_dim=100 hidden_dim=200 epoch=1 lr=0.005 precision:0.96975528 recall: 0.96779571 fscore: 0.96877451 LSTM： precision:0.94323622 recall: 0.89368218 fscore: 0.91779080 HMM: precision:0.87980196 recall: 0.84381022 fscore: 0.86143031 ``` BiLSTM+CRF pytorch实现 参考 [ChineseNER](https://github.com/buppt/ChineseNER)
Hmm实现 参考 [HMM](https://github.com/ldanduo/HMM)
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