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pytorch Convolutional Networks for Sentence Classification - http://www.aclweb.org/anthology/D14-1181

CNN Sentence Classification

pytorch Convolutional Networks for Sentence Classification - http://www.aclweb.org/anthology/D14-1181

  • [x] Subjective/Objective Data Loader
  • [x] IndexVectorizer
  • [ ] Question Classification Loader http://cogcomp.org/Data/QA/QC/
  • [x] 1-D cnn Architecture
  • [ ] Incorporate adjustments from https://arxiv.org/pdf/1510.03820.pdf
  • [x] Initialize with Pre-trained Word Vectors
  • [x] Evaluate - Achieves 91.63 accuracy on subj/obj with glove vectors