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Universal Sentence Encoder
来自Google Research的一篇文章，在这篇文章中作者们提出了一种通用句子编码器，相比于传统的word embedding，该编码器在多个不同的NLP任务上都取得了更好的准确率，可以用来做迁移学习。paper linkcode link
Archive: 2018
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Generative Adversarial Networks
Generative Models ：PixelRNN and PixelCNN ； Variational Autoencoders (VAE) ； Generative Adversarial Networks (GAN)
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Attention is all you need
来自Google的一篇神经翻译的文章，在这篇文章中作者们抛弃了传统Encoder-Decoder中经典的卷积和循环结构，仅保留了attention的结构，在减少了训练成本的同时在数个数据集上取得了最优的BLEU.paper link
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Attention is all you need
来自Google的一篇神经翻译的文章，在这篇文章中作者们抛弃了传统Encoder-Decoder中经典的卷积和循环结构，仅保留了attention的结构，在减少了训练成本的同时在数个数据集上取得了最优的BLEU.paper link
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Tensorflow_Eager
Eager execution is a feature that makes TensorFlow execute operations immediately: concrete values are returned, instead of a computational graph to be executed later.
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Advanced Architectures and Memory Networks
Model overview and combinations, Dynamic memory networks. CS224n lecture 16.
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An Introduction to Matplotlib
Matplotlib is a plotting library. In this section give a brief introduction to the matplotlib.pyplot module, which provides a plotting system similar to that of MATLAB.