Convolutional Neural Nets for Text (1/25/2018)

Content:

  • Bag of Words, Bag of n-grams, and Convolution
  • Applications of Convolution: Context Windows and Sentence Modeling
  • Stacked and Dilated Convolutions
  • Structured Convolution
  • Convolutional Models of Sentence Pairs
  • Visualization for CNNs

Reading Material

Slides: CNN Slides
Sample Code: CNN Code Examples

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