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Reproducibility Challenge for BTW'23

Author: Dennis Aumiller

System Requirements

  • OS: Tested on Ubuntu 20.04
  • Python3.7 or later
  • 7 GB disk memory for datasets
  • CUDA-compatible GPU preferable for reproduction of inference runs

Installation Notes

Note: This has been tested on Ubuntu 20.04 LTS. A successful reproduction on other systems is not guaranteed!
Furthermore, this assumes you have Python3.7+ installed on your system.

To reproduce the content necessary for the paper's experiments, simply install the library according to the README.md's instructions:
First, install the necessary dependencies with

python3 setup.py install

and then set up the library with pip:

python3 -m pip install .

Also ensure that you have the unzip shell command installed:

sudo apt-get install unzip

Execution of Master Script

The master script produces the majority of artifacts required to reproduce this work. To execute it, navigate to the respective experimental folder and run these two commands:

cd experiments/german_summarization_datasets
./master_script.sh

This will automatically download all the necessary data for the experiments (careful, this is close to 7 GB) and execute the individual experiments.

Also see the comments in master_script.sh for more information on the respective commands and tools.