This repository includes the implementation of the NAACL 2021 paper:
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking [PDF].
Authors: Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba
If you want to publish experimental results with our source code, please cite the following articles:
@inproceedings{lin2021leveraging,
title={Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking},
author={Lin, Zhaojiang and Liu, Bing and Moon, Seungwhan and Crook, Paul A and Zhou, Zhenpeng and Wang, Zhiguang and Yu, Zhou and Madotto, Andrea and Cho, Eunjoon and Subba, Rajen},
booktitle={Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
pages={5640--5648},
year={2021}
}
Feel free to create an issue or send email to zlinao@connect.ust.hk
The majority of Zero-Shot DST is licensed under CC-BY-NC-SA-4.0, however portions of the project are available under separate license terms: Transformers is licensed under the Apache 2.0 license; som-DST and MultiWoz are licensed under the MIT license; and license information for TRADE is available at https://github.com/jasonwu0731/trade-dst#license.