/sequence_labeling

Primary LanguageJupyter Notebook

sequence_labeling(序列标注问题研究记录)

1、文献

0、Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF

1、Bidirectional LSTMs - CRFs Networks for Bangla POS Tagging

2、End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

3、Attending to Characters in Neural Sequence Labeling Models

4、A Long Dependency Aware Deep Architecture for Joint Chinese Word Segmentation and POS Tag

2、代码

1、中文分词基础版Keras-v1

2、中文分词BiLSTM完整版

3、实验记录

1、ex1...

其他

  • RNN在语音识别上的运用- SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS
  • 如何在RNN模型中正确使用dropout - RECURRENT NEURAL NETWORK REGULARIZATION

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