CS224d: Deep NLP Lecture 13: Convolutional Neural Networks (for NLP) Richard Socher richard@metamind.io Overview of today • From RNNs to CNNs • CNN Variant 1: Simple single layer • Application:Sentence classification • More details and tricks • Evaluation • Comparison between sentence models: BoV, RNNs2, CNNs • CNN Variant 2: Complex multi layer 5/12/16 Richard Socher From RNNs to CNNs 5/12/16 Ric