
### 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)


task_categories:text-classification task_categories:zero-shot-classification task_categories:conversational size_categories:10K<n<100K language:en license:mit arxiv:2105.03748 region:us
{"language": ["en"], "license": "mit", "size_categories": ["10K<n<100K"], "task_categories": ["text-classification", "zero-shot-classification", "conversational"], "pretty_name": "uss-ratings-dataset"}
TAGS
#task_categories-text-classification #task_categories-zero-shot-classification #task_categories-conversational #size_categories-10K<n<100K #language-English #license-mit #arxiv-2105.03748 #region-us 

### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link


### 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



### Column Definitions



### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link



### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link ### 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 ### Column Definitions ### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link
TAGS
#task_categories-text-classification #task_categories-zero-shot-classification #task_categories-conversational #size_categories-10K<n<100K #language-English #license-mit #arxiv-2105.03748 #region-us 
 ### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link ### 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 ### Column Definitions ### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link
passage: TAGS
#task_categories-text-classification #task_categories-zero-shot-classification #task_categories-conversational #size_categories-10K<n<100K #language-English #license-mit #arxiv-2105.03748 #region-us 
### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link### 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### Column Definitions### Dataset Description


* Homepage: URL
* Repository: URL
* Paper: URL
* View records using Datasette: datasette-link