| --- | |
| --- | |
| # Dataset Card for "quartz" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks](#supported-tasks) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits Sample Size](#data-splits-sample-size) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## [Dataset Description](#dataset-description) | |
| - **Homepage:** [https://allenai.org/data/quartz](https://allenai.org/data/quartz) | |
| - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of downloaded dataset files:** 0.47 MB | |
| - **Size of the generated dataset:** 1.64 MB | |
| - **Total amount of disk used:** 2.12 MB | |
| ### [Dataset Summary](#dataset-summary) | |
| QuaRTz is a crowdsourced dataset of 3864 multiple-choice questions about open domain qualitative relationships. Each | |
| question is paired with one of 405 different background sentences (sometimes short paragraphs). | |
| The QuaRTz dataset V1 contains 3864 questions about open domain qualitative relationships. Each question is paired with | |
| one of 405 different background sentences (sometimes short paragraphs). | |
| The dataset is split into train (2696), dev (384) and test (784). A background sentence will only appear in a single split. | |
| ### [Supported Tasks](#supported-tasks) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Languages](#languages) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## [Dataset Structure](#dataset-structure) | |
| We show detailed information for up to 5 configurations of the dataset. | |
| ### [Data Instances](#data-instances) | |
| #### default | |
| - **Size of downloaded dataset files:** 0.47 MB | |
| - **Size of the generated dataset:** 1.64 MB | |
| - **Total amount of disk used:** 2.12 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "answerKey": "A", | |
| "choices": { | |
| "label": ["A", "B"], | |
| "text": ["higher", "lower"] | |
| }, | |
| "id": "QRQA-10116-3", | |
| "para": "Electrons at lower energy levels, which are closer to the nucleus, have less energy.", | |
| "para_anno": { | |
| "cause_dir_sign": "LESS", | |
| "cause_dir_str": "closer", | |
| "cause_prop": "distance from a nucleus", | |
| "effect_dir_sign": "LESS", | |
| "effect_dir_str": "less", | |
| "effect_prop": "energy" | |
| }, | |
| "para_id": "QRSent-10116", | |
| "question": "Electrons further away from a nucleus have _____ energy levels than close ones.", | |
| "question_anno": { | |
| "less_cause_dir": "electron energy levels", | |
| "less_cause_prop": "nucleus", | |
| "less_effect_dir": "lower", | |
| "less_effect_prop": "electron energy levels", | |
| "more_effect_dir": "higher", | |
| "more_effect_prop": "electron energy levels" | |
| } | |
| } | |
| ``` | |
| ### [Data Fields](#data-fields) | |
| The data fields are the same among all splits. | |
| #### default | |
| - `id`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `choices`: a dictionary feature containing: | |
| - `text`: a `string` feature. | |
| - `label`: a `string` feature. | |
| - `answerKey`: a `string` feature. | |
| - `para`: a `string` feature. | |
| - `para_id`: a `string` feature. | |
| - `effect_prop`: a `string` feature. | |
| - `cause_dir_str`: a `string` feature. | |
| - `effect_dir_str`: a `string` feature. | |
| - `cause_dir_sign`: a `string` feature. | |
| - `effect_dir_sign`: a `string` feature. | |
| - `cause_prop`: a `string` feature. | |
| - `more_effect_dir`: a `string` feature. | |
| - `less_effect_dir`: a `string` feature. | |
| - `less_cause_prop`: a `string` feature. | |
| - `more_effect_prop`: a `string` feature. | |
| - `less_effect_prop`: a `string` feature. | |
| - `less_cause_dir`: a `string` feature. | |
| ### [Data Splits Sample Size](#data-splits-sample-size) | |
| | name |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |default| 2696| 384| 784| | |
| ## [Dataset Creation](#dataset-creation) | |
| ### [Curation Rationale](#curation-rationale) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Source Data](#source-data) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Annotations](#annotations) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## [Considerations for Using the Data](#considerations-for-using-the-data) | |
| ### [Social Impact of Dataset](#social-impact-of-dataset) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Discussion of Biases](#discussion-of-biases) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Other Known Limitations](#other-known-limitations) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## [Additional Information](#additional-information) | |
| ### [Dataset Curators](#dataset-curators) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Licensing Information](#licensing-information) | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### [Citation Information](#citation-information) | |
| ``` | |
| @InProceedings{quartz, | |
| author = {Oyvind Tafjord and Matt Gardner and Kevin Lin and Peter Clark}, | |
| title = {"QUARTZ: An Open-Domain Dataset of Qualitative Relationship | |
| Questions"}, | |
| year = {"2019"}, | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf) for adding this dataset. |