MSCI 641 - Text Analytics



Slides


Week1: Linguistics_Essentials
Week2: NLP fundamentals
Week3: Collocations
Week3: Vector models of word meaning
Week4: Language Modeling
Week4: Text Classification
Week5: Neural Networks
Week6: Recurrent Neural Networks
Week7: Convolutional Neural Networks
Week8: Autoencoders
Week9: Seq2seq
Week10: Adversarial models
Week10 Transfer learning
Week10: Disentangled representation style transfer