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Install required packaged in the .ipynb file.
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You will need to upgrade Theano to 0.9.0-dev2 if lower by running: pip install --upgrade --no-deps git+git://github.com/Theano/Theano.git
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Download glovec vector, unzip it, prepend the following line to the file: 2196017 300
Please cite with the below bib entry if you use the code in your research:
@CONFERENCE {huynh2016,
author = "Trung Huynh, Yulan He, Alistair Willis, Stefan Rüger",
title = "Adverse Drug Reaction Classification with Deep Learning",
booktitle = "International Conference of Computational Linguistics (COLING)",
year = "2016"
}