---
license: mit
task_categories:
- text-classification
- zero-shot-classification
- conversational
language:
- en
pretty_name: uss-dialog-ratings
size_categories:
- 10K<n<100K
---

## Dataset Description

- **Homepage:** https://github.com/sunnweiwei/user-satisfaction-simulation
- **Repository:** https://github.com/sunnweiwei/user-satisfaction-simulation
- **Paper:** https://arxiv.org/pdf/2105.03748.pdf

### Dataset Summary

- Dialogs Quality Dataset
- With both turn-level and dialog-level ratings provided on a scale of 1 to 5 by human annotators. 
- Each task has been annotated by multiple annotators.
- Contains annotated dialogs from 4 different datasets (SGD, MultiWoz, ReDial, CCPE)
- Total 34358 turns from 3500 dialogs


|Dataset|Dialogs|Turns |
|-------|------:|-----:|
|SGD    | 1000  | 11833|
|MWOZ   | 1000  | 10553|
|Redial | 1000  | 6792 |
|CCPE   | 500   | 5180 |