4、Word Window Classification and Neural Networks

学员 1、Natural Language Processing with Deep Learning

学员 2、Word Vector Representations: word2vec

学员 3、GloVe: Global Vectors for Word Representation

学员 5、Backpropagation and Project Advice

学员 6、Dependency Parsing

学员 7、Introduction to TensorFlow

学员 8、Recurrent Neural Networks and Language Models

学员 9、Machine Translation and Advanced Recurrent LSTMs and GRUs

学员 10、Review Session - Midterm Review

学员 11、Neural Machine Translation and Models with Attention

学员 12、Gated Recurrent Units and Further Topics in NMT

学员 13、End-to-End Models for Speech Processing

学员 14、Convolutional Neural Networks

学员 15、Tree Recursive Neural Networks and Constituency Parsing

学员 16、Coreference Resolution

学员 17、Dynamic Neural Networks for Question Answering

学员 18、Issues in NLP and Possible Architectures for NLP

学员 19、Tackling the Limits of Deep Learning for NLP