NLP_Marathon

This is my note about NLP marathon on https://www.cupoy.com/marathon/00000175AB50EF1A000000016375706F795F72656C656173654355/intro

Content of the note

◤Part2 - NLP深度學習馬拉松 7大學習里程碑◢

① Pytorch深度學習框架

② 推論方法之詞向量技術(Word2Vec / GLOV)

③ NLP經典遞迴神經網路模型(RNN / LSTM / GRU)

④ Encoder - Decoder Model

⑤ 注意力機制(Attention mechanism and Transformer)

⑥ 各種 NLP 預訓練模型(ELMo / Bert & More / 預訓練模型調參)

⑦ NLP 深度學習期末實務專題

some good reference

1. https://stackoverflow.com/questions/42883547/intuitive-understanding-of-1d-2d-and-3d-convolutions-in-convolutional-neural-n