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Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

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