DSTC 10 Track 2 Code

This repository contains the implementation of the RWTH system for the DSTC 10 Track 2 submission.

The repository is structured as follows:

• /code contains all our code and is divided as follows:
  • /datasets contains dataloaders for Huggingface datasets and code for data augmentation
  • /methods contains the definitions of our methods which define the model and preprocessing that is used
  • /models contains implementations of models
• /setup contains our sisyphus setup which we used to run our experiments

Citation

If you use part of this work, please cite our paper:

@inproceedings{thulkeDSTC2021,
  title = {{{Adapting Document-Grounded Dialog Systems}} to {{Spoken Conversations}} using {{Data Augmentation}} and a {{Noisy Channel Model}}},
  booktitle = {{{Workshop}} on {{DSTC10}}, {{AAAI}}},
  author = {Thulke, David and Daheim, Nico and Dugast, Christian and Ney, Hermann},
  year = {2022},
}