Zero-Shot-DST
This repository includes the implementation of the paper:
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking. Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba. NAACL 2021
@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}
}
Zero-Shot Dialogue State Tracking via Cross-Task Transfer. Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung. EMNLP 2021
@inproceedings{lin2021zero,
title={Zero-Shot Dialogue State Tracking via Cross-Task Transfer},
author={Lin, Zhaojiang and Liu, Bing and Madotto, Andrea and Moon, Seungwhan and Zhou, Zhenpeng and Crook, Paul A and Wang, Zhiguang and Yu, Zhou and Cho, Eunjoon and Subba, Rajen and others},
booktitle={Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
pages={7890--7900},
year={2021}
}
Bug Report
Feel free to create an issue or send email to zlinao@connect.ust.hk
License
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 and SGD are 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.