NLP学习参考


神经网络反向传播矩阵求导

https://zhuanlan.zhihu.com/p/83859554?from_voters_page=true

词嵌入向量WordEmbedding的原理和生成方法

https://www.sohu.com/a/210757729_826434

LSTM详解

https://blog.csdn.net/qian99/article/details/88628383

【神经网络】学习笔记十六——Attention机制

https://blog.csdn.net/zhuge2017302307/article/details/120025027

Attention用于NLP的一些小结

https://zhuanlan.zhihu.com/p/35739040

深度学习之GRU网络

A tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the "echo state network" approach

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.378.4095&rep=rep1&type=pdf