1 NLP
1.1 Attention
- 《注意力机制（Attention Mechanism）在自然语言处理中的应用》
- 《自然语言处理中的自注意力机制》
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《Recurrent Models of Visual Attention》【笔记】 -
《Neural Machine Translation by Jointly Learning to Align and Translate》【笔记】 - 《Effective Approaches to Attention-based Neural Machine Translation》
- 《ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs》
- 《Attention Is All You Need》（注意力函数）
1.2 Chatbot
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《A Neural Conversational Model》(对话机器人)【笔记】
1.3 Text Classification
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《Bag of Tricks for Efficient Text Classification》(fastText)【笔记】 -
《Convolutional Neural Networks for Sentence Classification》(TextCnn)【笔记】【code笔记】【code Tensorflow】 -
《An Empirical Evaluation of Generic Convolutional and Recurrent Networks
for Sequence Modeling》【时间卷积网络（TCN）】
2. Recommendation System
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