metadata
license: apache-2.0
task_categories:
- text-classification
language:
- en
size_categories:
- 1K<n<10K
This dataset is a subset of the data contained in https://github.com/amazon-science/dstc11-track2-intent-induction/tree/main
The data is filtered by speaker_role as customer and number of intents is 1.
This is an open-source dataset that can be used for demos and explorations.
license: apache-2.0
This project is licensed under the Apache-2.0 License.
Please cite the following papers if using the tasks, code, or data from this track in your work:
@misc{gung2023natcs,
title={NatCS: Eliciting Natural Customer Support Dialogues},
author={James Gung and Emily Moeng and Wesley Rose and Arshit Gupta and Yi Zhang and Saab Mansour},
year={2023},
eprint={2305.03007},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@misc{gung2023intent,
title={Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11},
author={James Gung and Raphael Shu and Emily Moeng and Wesley Rose and Salvatore Romeo and Yassine Benajiba and Arshit Gupta and Saab Mansour and Yi Zhang},
year={2023},
eprint={2304.12982},
archivePrefix={arXiv},
primaryClass={cs.CL}
}