|
--- |
|
license: mit |
|
task_categories: |
|
- text-classification |
|
- zero-shot-classification |
|
- conversational |
|
language: |
|
- en |
|
pretty_name: uss-ratings-dataset |
|
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 |
|
- **View records using Datasette:** [datasette-link](https://lite.datasette.io/?parquet=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Fakomma%2Fuss-ratings-dataset%2Fresolve%2Fmain%2Fuss-ratings-dataset-datasette.parquet#/data/uss-ratings-dataset-datasette) |
|
|
|
### 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 | |
|
|
|
### Column Definitions |
|
|
|
|Column |Type |Example Value |Description | |
|
|-------------------|-------|-------------------------|-----------------------------------------------| |
|
|split | str | CCPE;MWOZ;SGD;Redial | dataset name | |
|
|session_idx | int | 1 | dialog identifier | |
|
|turn_idx | int | 1 | turn identifier within a dialog | |
|
|tree_idx | int | 1 | tree identifier within a turn (is all 1s here)| |
|
|system | str | Do you like movies | system message | |
|
|user | str | No I don't like | user message | |
|
|turn_scores | list | [3; 2; 2] | list of turn-level quality scores from different human annotations| |
|
|mean_turn_rating | float | 2.33 | mean of turn-level annotator scores | |
|
|mode_turn_rating | int | 2 | mode of turn-level annotator scores | |
|
|dialog_scores | list | [3; 3; 3] | list of dialog-level quality scores from different human annotations| |
|
|mean_dialog_rating | float | 3.00 | mean of dialog-level annotator scores | |
|
|mode_dialog_rating | int | 3 | mode of dialog-level annotator scores | |
|
|
|
|
|
### 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 |
|
- **View records using Datasette:** [datasette-link](https://lite.datasette.io/?parquet=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Fakomma%2Fuss-ratings-dataset%2Fresolve%2Fmain%2Fuss-ratings-dataset-datasette.parquet#/data/uss-ratings-dataset-datasette) |
|
|
|
|