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 {0}
  • Baseline paper: Convolutional Neural Networks for Sentence Classification (Kim, 2014) {1}
  • Understanding Convolutional Neural Networks for NLP {2}
• Word2Vec paper {3}