ASReview CNN classifier

This repository contains a plugin for ASReview . This plugin adds a convolutional neural network (CNN) model, that has been shown to outperform classical algorithms in certain cases. It prefers wide doc2vec to work, but doc2vec works too.

Getting started

The packaged is called asreview-plugin-model-cnn-17-layer and can be installed with:

pip install .

from the download folder or run the follow to install directly

python -m pip install git+https://github.com/JTeijema/asreview-plugin-model-cnn-17-layer.git

Usage

Note that the doc2vec feature extraction needs gensim installed.

The new convolutional neural network is implemented in asreviewcontrib/models/cnn.py , usable with -m power_cnn:

asreview simulate benchmark:van_de_Schoot_2017 -m power_cnn -e doc2vec

License

Apache-2.0 License