# Zero-Shot-DST

**Repository Path**: hanchu711/Zero-Shot-DST

## Basic Information

- **Project Name**: Zero-Shot-DST
- **Description**: https://github.com/facebookresearch/Zero-Shot-DST
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: https://github.com/facebookresearch/Zero-Shot-DST
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2022-02-09
- **Last Updated**: 2024-10-14

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Zero-Shot-DST
This repository includes the implementation of the paper:

[Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking](https://www.aclweb.org/anthology/2021.naacl-main.448.pdf). Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba. **NAACL 2021**
<pre>
@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}
}
</pre>

[Zero-Shot Dialogue State Tracking via Cross-Task Transfer](https://aclanthology.org/2021.emnlp-main.622.pdf). Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung. **EMNLP 2021**
<pre>
@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}
}
</pre>

## 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](https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode), 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.