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Combine Convolution with Recurrent Networks for Text Classification

Team Members: Bushra Haque, Hayden Jones, Michael Leung, Cristian Mustatea

Date: Week of Nov 23

Introduction

Previous Work

Paper Key Contributions

CRNN Results vs Benchmarks

CRNN Model Architecture

RNN Pipeline:

CNN Pipeline:

Merging RNN & CNN Pipeline Outputs

Interpreting Learned CRNN Weights

Conclusion & Summary

References