A Neural Network-based Feature Extraction Method to Facilitate Citation Screening for Systematic Reviews.
This code was tested with Python 3.6 on Ubuntu 18.04 and Windows 10.
% pip install -r requirements.txt
If you plan to run the code on a GPU install packages using conda:
% conda install -c anaconda tensorflow-gpu==1.13.1 scikit-learn pandas nltk
% pip install console-progressbar keras==2.0.9
You need to also download data for nltk
:
import nltk
nltk.download(['punkt', 'stopwords', 'averaged_perceptron_tagger'])