【 Stanford自然语言处理CS224N 】Natural Language Processing with Deep Learning(合辑)(英文字幕)

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2018-12-20 14:14:31
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https://www.youtube.com/ 作者:Stanford University School of Engineering 转载自:https://www.youtube.com/watch?v=OQQ-W_63UgQ&list=PL0zrRrFXtOkfzulZWGjDbaprJpGnvejzt 【 Stanford自然语言处理CS224N 】Natural Language Processing with Deep Learning(合辑)(英文字幕) 微博:宫帅USTC
原:帅帅家的人工智障
视频选集
(10/19)
Lecture 1 Natural Language Processing with Deep Learning
01:11:41
Lecture 2 Word Vector Representations word2vec
01:18:17
Lecture 3 GloVe Global Vectors for Word Representation
01:18:40
Lecture 4 Word Window Classification and Neural Networks
01:16:43
Lecture 5 Backpropagation and Project Advice
01:18:20
Lecture 6 Dependency Parsing
01:23:07
Lecture 7 Introduction to TensorFlow
01:12:33
Lecture 8 Recurrent Neural Networks and Language Models
01:18:03
Lecture 9 Machine Translation and Advanced Recurrent LSTMs and GRUs
01:20:28
Lecture 10 Neural Machine Translation and Models with Attention
01:21:24
Lecture 11 Gated Recurrent Units and Further Topics in NMT
01:20:00
Lecture 12 End-to-End Models for Speech Processing
01:16:35
Lecture 13 Convolutional Neural Networks
01:22:12
Lecture 14 Tree Recursive Neural Networks and Constituency Parsing
01:22:08
Lecture 15 Coreference Resolution
01:20:46
Lecture 16 Dynamic Neural Networks for Question Answering
01:18:15
Lecture 17 Issues in NLP and Possible Architectures for NLP
01:18:58
Lecture 18 Tackling the Limits of Deep Learning for NLP
01:20:42
Review Session Midterm Review
01:25:02
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