Update files from the datasets library (from 1.3.0)

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

README.md

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+---
+---
+
+# 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.