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--- |
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license: mit |
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task_categories: |
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- text-classification |
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- zero-shot-classification |
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- conversational |
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language: |
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- en |
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pretty_name: uss-ratings-dataset |
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size_categories: |
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- 10K<n<100K |
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--- |
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### Dataset Description |
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- **Homepage:** https://github.com/sunnweiwei/user-satisfaction-simulation |
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- **Repository:** https://github.com/sunnweiwei/user-satisfaction-simulation |
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- **Paper:** https://arxiv.org/pdf/2105.03748.pdf |
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- **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) |
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### Dataset Summary |
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- Dialogs Quality Dataset |
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- With both turn-level and dialog-level ratings provided on a scale of 1 to 5 by human annotators. |
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- Each task has been annotated by multiple annotators. |
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- Contains annotated dialogs from 4 different datasets (SGD, MultiWoz, ReDial, CCPE) |
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- Total 34358 turns from 3500 dialogs |
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|Dataset|Dialogs|Turns | |
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|-------|------:|-----:| |
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|SGD | 1000 | 11833| |
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|MWOZ | 1000 | 10553| |
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|Redial | 1000 | 6792 | |
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|CCPE | 500 | 5180 | |
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### Column Definitions |
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|Column |Type |Example Value |Description | |
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|-------------------|-------|-------------------------|-----------------------------------------------| |
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|split | str | CCPE;MWOZ;SGD;Redial | dataset name | |
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|session_idx | int | 1 | dialog identifier | |
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|turn_idx | int | 1 | turn identifier within a dialog | |
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|tree_idx | int | 1 | tree identifier within a turn (is all 1s here)| |
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|system | str | Do you like movies | system message | |
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|user | str | No I don't like | user message | |
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|turn_scores | list | [3; 2; 2] | list of turn-level quality scores from different human annotations| |
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|mean_turn_rating | float | 2.33 | mean of turn-level annotator scores | |
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|mode_turn_rating | int | 2 | mode of turn-level annotator scores | |
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|dialog_scores | list | [3; 3; 3] | list of dialog-level quality scores from different human annotations| |
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|mean_dialog_rating | float | 3.00 | mean of dialog-level annotator scores | |
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|mode_dialog_rating | int | 3 | mode of dialog-level annotator scores | |
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### Dataset Description |
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- **Homepage:** https://github.com/sunnweiwei/user-satisfaction-simulation |
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- **Repository:** https://github.com/sunnweiwei/user-satisfaction-simulation |
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- **Paper:** https://arxiv.org/pdf/2105.03748.pdf |
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- **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) |
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