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Sentiment-Analysis

Using N-Gram Multichannel CNN for Sentiment Analysis

The model uses multiple parallel convolutional neural networks that read the source document using different kernel sizes.This,in effect,creates a multichannel convolutional network for the text that reads text with different n-gram sizes.

Convolutional Neural Network for Sentence Classification

Link to the paper- http://www.people.fas.harvard.edu/~yoonkim/data/sent-cnn.pdf

Used the implementation of models in this paper for Sentiment Analysis on movie reviews dataset.

Dataset

Link to the dataset - https://www.cs.cornell.edu/people/pabo/movie-review-data/review_polarity.tar.gz

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