GA-Reader

Implementation of the paper Gated Attention Reader for Text Comprehension.

Prerequisites

• Python 2.7
• Tensorflow (tested with 1.11.0)
• Keras (tested with 2.2.4)
• Numpy (>=1.12)
• Maybe more, just use pip install if you get an error

Preprocessed Data

You can get the preprocessed data files from here. Extract the tar files to the data/ directory. Ensure that the symbolic links point to folders with training/, validation/ and test/ directories for each dataset.

You can also get the pretrained Glove vectors from the above link. Place this file in the data/ directory as well.

To run

Issue the command:

python run.py --dataset cnn --gating_fn Tsum