Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog - DSTC9 Track 1

This repository contains the source code for the experiments in our paper "Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog" reporting our results in Track 1 "Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access" of DSTC 9.

The repository is structured as follows:

• /baseline contains our modified version of the baseline code by Kim et al.
• /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 = {Efficient {{Retrieval Augmented Generation}} from {{Unstructured Knowledge}} for {{Task}}-{{Oriented Dialog}}},
  booktitle = {{{Workshop}} on {{DSTC9}}, {{AAAI}}},
  author = {Thulke, David and Daheim, Nico and Dugast, Christian and Ney, Hermann},
  year = {2021},
}