subhadarship / germeval2021

GermEval2021

This repo contains the code for GermEval 2021. For details, see https://germeval2021toxic.github.io/SharedTask.

Quick start

• Install PyTorch 1.1.0 (see instructions here).
• Install other requirements in requirements.txt.

Prepare data

cd src
python prepare_data.py

Train

cd bash
chmod +x *
./<filename>

• <filename> is cv_* for cross validation based training.
• <filename> is train_best_models.sh for training best models.

Predict

cd bash
chmod +x *
./predict_using_best_models.sh

Evaluate

cd src
python prepare_references.py
python evaluate.py  # enter predictions' file path inside file before running

Other utilities

• Prepare submission files

cd src
python prepare_submission_files.py

• Analyze training logs

cd src
python read_log_file.py  # enter log file path inside file before running