coastalcph / dialog-rl

Domain Transfer in Dialogue Systems without Turn-Level Supervision

This is the code repository for our paper Domain Transfer in Dialogue Systems without Turn-Level Supervision.

Run it

Install dependencies

pip install -r requirements.txt

Run training script

python run.py

This script gives you plenty of options for arguments controlling training, and it's also where you specifiy what data you'll work on. Please run python run.py -h for an overview of options.

Evaluating

If you just want to evaluate a trained model and produce predictions, you do:

python run.py --test

Cite

If you use this code, please cite the paper. Bibtex:

@article{bingel2019domain,
  title={Domain Transfer in Dialogue Systems without Turn-Level Supervision},
  author={Bingel, Joachim and Petr\'en Bach Hansen, Victor and Gonzalez, Ana Valeria and Budzianowski, Pawe{\l}  and Augenstein, Isabelle and S{\o}gaard, Anders},
  journal={arXiv preprint arXiv:1909.07101},
  year={2019}
}