https://github.com/rituyadav92/text-classification

https://github.com/rituyadav92/text-classification

Last synced: 7 months ago
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• Host: GitHub
• URL: https://github.com/rituyadav92/text-classification
• Owner: RituYadav92
• Created: 2018-12-04T11:35:56.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-12-04T13:48:46.000Z (almost 7 years ago)
• Last Synced: 2025-01-28T17:45:24.210Z (8 months ago)
• Language: TeX
• Size: 120 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Project Group 2: Word Embeddings for Predicting Political Affiliation based on Twitter Data

You may find Proposal, Posters and Paper in the respective sub-folders.

Inconctrast to the in {0} described simplistic word-representation-method, we use unsupervised word2vec to generate a pre-trained word embedding {3}.

## Resources

- [Implementing a CNN for Text Classification in TensorFlow](http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/) {0}

	- Baseline paper: [Convolutional Neural Networks for Sentence Classification (Kim, 2014)](https://arxiv.org/abs/1408.5882) {1}

	- [Understanding Convolutional Neural Networks for NLP](http://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/) {2}

- [Word2Vec paper](https://arxiv.org/abs/1301.3781) {3}