rgtjf / Attention-CNN-work

Attention-CNN-work

Attention

• http://yanran.li/peppypapers/2015/10/07/survey-attention-model-1.html
• http://www.wildml.com/2016/01/attention-and-memory-in-deep-learning-and-nlp/
• http://arxiv.org/abs/1602.03609

CNN and LSTM implements

• https://github.com/yinwenpeng?tab=activity
• https://github.com/dennybritz/nn-from-scratch/blob/master/nn-from-scratch.ipynb
• https://github.com/dennybritz/cnn-text-classification-tf
• https://github.com/yoonkim/CNN_sentence
• http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow
• http://www.wildml.com/2015/09/speeding-up-your-neural-network-with-theano-and-the-gpu/
• http://deeplearning.net/software/theano/library/tensor/basic.html#all-fully-typed-constructors
• https://github.com/brmson/dataset-sts

CNN and LSTM understanding

• http://colah.github.io/posts/2015-08-Understanding-LSTMs/
• http://www.deeplearningbook.org/contents/convnets.html
• ABCNN ...

Goal