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NLP: Natural Language Processing

• GT-NLP-Class - Jacob Eisenstein github pdf ***

• Deep Learning Research Review Week 3: Natural Language Processing - Deshpande blog
• Deep Learning for NLP (without Magic) - Richard Socher - 2014 slide
• DL for NLP From the Basics to Research - Richard Socher - 2016 slide
• Natural language understanding (almost) from scratch blog
• On word embeddings #1 - Sebastian Ruder blog
• On word embeddings #3 - Sebastian Ruder blog
• Word Embeddings: Encoding Lexical Semantics - PyTorch Tutorial official site
• Deep Learning, NLP, and Representations - Christopher Olah blog
• CS224n: Natural Language Processing with Deep Learning Standford University online lectures
• SLP2: Speech and Language Processing - Dan Jurafsky and James H. Martin - 2nd pdf
• SLP3: Speech and Language Processing - Dan Jurafsky and James H. Martin - 3rd online book

CNN

• Understanding Convolutional Neural Networks for NLP - Denny Britz blog

GAN

• Generative Adversarial Network and its Applications to Speech Signal and Natural Language Processing article

RNN, LSTM

References

• NLP를 위한 딥러닝 가이드 blog