twoflypig / paper_notes

Paper note

论文要点笔记，想要把一些经典的或者前言的论文进行精读或者略读。但是个人力量和水平有限，所以在初期可能就只是翻译，而且翻译的还是不通畅，到后来可能会慢慢的改的精要。会KEEP UPDATING!

Books

• Deeplearning
• tensorflow guid book

Paper

RL

• Deep Reinforcement Learning with Double Q-learning
• Playing Atari with Deep Reinforcement Learning
• human-level control through deep reinforcement learning

SS

• A Neural Attention Model for Sentence Summarization.pdf
• ATTENTION IS ALL YOU NEED.pdf
• character-level-convolutional-networks-for-text-classification.pdf
• Nural machine translation by jointly learning to align and transelate.pdf
• A Network-based End-to-End Trainable Task-oriented Dialogue System_1604.04562
• Learning Phrase Representations using RNN Encoder-Decoder for statistical Machine Translation

QA

Blog

###attention

https://distill.pub/2016/augmented-rnns/

https://theneuralperspective.com/2016/11/20/recurrent-neural-network-rnn-part-4-attentional-interfaces/

https://blog.heuritech.com/2016/01/20/attention-mechanism/

LSTM

http://colah.github.io/posts/2015-08-Understanding-LSTMs/

Goals

• attention,Con2S
• write a survey on seq2seq or RNN ?
• trying build a QA model?
• build a ResNet
• translate-task
• RL