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

【附】

• HMM+viterbi——天气预测的例子代码](./HMM)
• 中文分词字标注法
• 精品-word2vec