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dataset

dataset

 
 

weights

weights

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

base.py

base.py

 
 

crf.py

crf.py

 
 

crf_example1.py

crf_example1.py

 
 

crf_example2.py

crf_example2.py

 
 

dataset.py

dataset.py

 
 

evaluation.py

evaluation.py

 
 

labels.py

labels.py

 
 

layers.py

layers.py

 
 

task_cws_bilstm_crf.py

task_cws_bilstm_crf.py

 
 

task_cws_cnn_crf.py

task_cws_cnn_crf.py

 
 

task_ner_bilstm_crf.py

task_ner_bilstm_crf.py

 
 

task_ner_cnn_crf.py

task_ner_cnn_crf.py

 
 

task_ner_cnn_crf_advanced_loss.py

task_ner_cnn_crf_advanced_loss.py

 
 

task_ner_cnn_crf_adversarial_training.py

task_ner_cnn_crf_adversarial_training.py

 
 

task_pos_bilstm_crf.py

task_pos_bilstm_crf.py

 
 

task_pos_cnn_crf.py

task_pos_cnn_crf.py

 
 

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tensorflow-crf

提供一种基于Tensorflow 2.x的十分简洁易用CRF实现，并提供一些常见的例子。

命名实体识别（NER）：

  • task_ner_bilstm_crf.py
  • task_ner_cnn_crf.py

中文分词（CWS）：

  • task_cws_bilstm_crf.py
  • task_cws_cnn_crf.py
  • 更多中文分词的实现见chinese-cut-word。

词性标注（POS）：

  • task_pos_bilstm_crf.py
  • task_pos_cnn_crf.py

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