Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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| 1 |
+
---
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| 2 |
+
---
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+
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+
# Dataset Card for "super_glue"
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| 5 |
+
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+
## Table of Contents
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| 7 |
+
- [Dataset Description](#dataset-description)
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| 8 |
+
- [Dataset Summary](#dataset-summary)
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| 9 |
+
- [Supported Tasks](#supported-tasks)
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| 10 |
+
- [Languages](#languages)
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| 11 |
+
- [Dataset Structure](#dataset-structure)
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| 12 |
+
- [Data Instances](#data-instances)
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| 13 |
+
- [Data Fields](#data-fields)
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| 14 |
+
- [Data Splits Sample Size](#data-splits-sample-size)
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| 15 |
+
- [Dataset Creation](#dataset-creation)
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| 16 |
+
- [Curation Rationale](#curation-rationale)
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| 17 |
+
- [Source Data](#source-data)
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+
- [Annotations](#annotations)
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| 19 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 20 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
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| 21 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
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| 22 |
+
- [Discussion of Biases](#discussion-of-biases)
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| 23 |
+
- [Other Known Limitations](#other-known-limitations)
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| 24 |
+
- [Additional Information](#additional-information)
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| 25 |
+
- [Dataset Curators](#dataset-curators)
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| 26 |
+
- [Licensing Information](#licensing-information)
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| 27 |
+
- [Citation Information](#citation-information)
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| 28 |
+
- [Contributions](#contributions)
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| 29 |
+
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+
## [Dataset Description](#dataset-description)
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+
- **Homepage:** [https://github.com/google-research-datasets/boolean-questions](https://github.com/google-research-datasets/boolean-questions)
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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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| 34 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 35 |
+
- **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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| 36 |
+
- **Size of downloaded dataset files:** 55.66 MB
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- **Size of the generated dataset:** 238.01 MB
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- **Total amount of disk used:** 293.67 MB
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+
### [Dataset Summary](#dataset-summary)
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SuperGLUE (https://super.gluebenchmark.com/) is a new benchmark styled after
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GLUE with a new set of more difficult language understanding tasks, improved
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resources, and a new public leaderboard.
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BoolQ (Boolean Questions, Clark et al., 2019a) is a QA task where each example consists of a short
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passage and a yes/no question about the passage. The questions are provided anonymously and
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unsolicited by users of the Google search engine, and afterwards paired with a paragraph from a
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Wikipedia article containing the answer. Following the original work, we evaluate with accuracy.
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### [Supported Tasks](#supported-tasks)
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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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### [Languages](#languages)
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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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## [Dataset Structure](#dataset-structure)
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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### axb
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- **Size of downloaded dataset files:** 0.03 MB
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- **Size of the generated dataset:** 0.23 MB
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- **Total amount of disk used:** 0.26 MB
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An example of 'test' looks as follows.
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```
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```
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#### axg
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- **Size of downloaded dataset files:** 0.01 MB
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- **Size of the generated dataset:** 0.05 MB
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- **Total amount of disk used:** 0.06 MB
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An example of 'test' looks as follows.
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```
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```
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#### boolq
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- **Size of downloaded dataset files:** 3.93 MB
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- **Size of the generated dataset:** 9.92 MB
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- **Total amount of disk used:** 13.85 MB
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An example of 'train' looks as follows.
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```
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```
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#### cb
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- **Size of downloaded dataset files:** 0.07 MB
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- **Size of the generated dataset:** 0.19 MB
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- **Total amount of disk used:** 0.27 MB
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An example of 'train' looks as follows.
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```
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```
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#### copa
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- **Size of downloaded dataset files:** 0.04 MB
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- **Size of the generated dataset:** 0.12 MB
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- **Total amount of disk used:** 0.16 MB
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An example of 'train' looks as follows.
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```
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```
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### [Data Fields](#data-fields)
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The data fields are the same among all splits.
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#### axb
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- `sentence1`: a `string` feature.
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- `sentence2`: a `string` feature.
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- `idx`: a `int32` feature.
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- `label`: a classification label, with possible values including `entailment` (0), `not_entailment` (1).
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#### axg
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- `premise`: a `string` feature.
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- `hypothesis`: a `string` feature.
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- `idx`: a `int32` feature.
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- `label`: a classification label, with possible values including `entailment` (0), `not_entailment` (1).
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#### boolq
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- `question`: a `string` feature.
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- `passage`: a `string` feature.
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- `idx`: a `int32` feature.
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- `label`: a classification label, with possible values including `False` (0), `True` (1).
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#### cb
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- `premise`: a `string` feature.
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- `hypothesis`: a `string` feature.
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- `idx`: a `int32` feature.
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- `label`: a classification label, with possible values including `entailment` (0), `contradiction` (1), `neutral` (2).
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#### copa
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- `premise`: a `string` feature.
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- `choice1`: a `string` feature.
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- `choice2`: a `string` feature.
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- `question`: a `string` feature.
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- `idx`: a `int32` feature.
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- `label`: a classification label, with possible values including `choice1` (0), `choice2` (1).
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### [Data Splits Sample Size](#data-splits-sample-size)
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#### axb
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| |test|
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|---|---:|
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|axb|1104|
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#### axg
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| |test|
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|---|---:|
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|axg| 356|
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#### boolq
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| |train|validation|test|
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|-----|----:|---------:|---:|
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|boolq| 9427| 3270|3245|
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#### cb
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| |train|validation|test|
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|---|----:|---------:|---:|
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|cb | 250| 56| 250|
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#### copa
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| |train|validation|test|
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|----|----:|---------:|---:|
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|copa| 400| 100| 500|
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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#curation-rationale)
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| 192 |
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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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| 193 |
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| 194 |
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### [Source Data](#source-data)
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| 195 |
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| 196 |
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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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| 197 |
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### [Annotations](#annotations)
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| 200 |
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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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### [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 203 |
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| 204 |
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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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| 205 |
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## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 207 |
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### [Social Impact of Dataset](#social-impact-of-dataset)
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| 209 |
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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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| 211 |
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### [Discussion of Biases](#discussion-of-biases)
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| 213 |
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| 214 |
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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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| 215 |
+
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| 216 |
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### [Other Known Limitations](#other-known-limitations)
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| 217 |
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| 218 |
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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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| 219 |
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## [Additional Information](#additional-information)
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| 221 |
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| 222 |
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### [Dataset Curators](#dataset-curators)
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| 223 |
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| 224 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 225 |
+
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### [Licensing Information](#licensing-information)
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| 227 |
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| 228 |
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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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| 229 |
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### [Citation Information](#citation-information)
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| 231 |
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| 232 |
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```
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@inproceedings{clark2019boolq,
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title={BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions},
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author={Clark, Christopher and Lee, Kenton and Chang, Ming-Wei, and Kwiatkowski, Tom and Collins, Michael, and Toutanova, Kristina},
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booktitle={NAACL},
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year={2019}
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}
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@article{wang2019superglue,
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title={SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems},
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author={Wang, Alex and Pruksachatkun, Yada and Nangia, Nikita and Singh, Amanpreet and Michael, Julian and Hill, Felix and Levy, Omer and Bowman, Samuel R},
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journal={arXiv preprint arXiv:1905.00537},
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year={2019}
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}
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Note that each SuperGLUE dataset has its own citation. Please see the source to
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get the correct citation for each contained dataset.
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```
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### Contributions
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Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.
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