Predicting Stock Market using Convolutional Neural Networks for News Headline Classification.

2. •
•

3. Developed by the Google Brain
Team for the purposes of
conducting machine learning and
deep neural networks research
Director of AI Research, Facebook
Founding Director of the NYU CDS

6. •
•
•
•
•

8. Binary classification task. Hence, there are only two labels:
"1" when DJIA Adj Close value rised or stayed as the same;
"0" when DJIA Adj Close value decreased.
80%/20% split.

9. I like pizza
["I", "like", “pizza”, "."]Tokenization
[ "i","like",”pizza”, ".","PAD","PAD"]Model Input
Original Text

10. ●
●