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polistat2vec-and-cnn's Introduction

PoliStat2Vec and CNN

This is a building program which tries to:

  • 1 Construct Word2Vec from polical statement data (FACTIVA .etc) via CBOW or GloVe

  • 2 Build a CNN for extracting key contents from political statements for economic forecasting

Update 2018/3/6:

  • 1 Create CNN model (random initialization):~75%

  • 2 Create CNN model (GloVe 6B 300d pre-trained word2vec initialization):~80%

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