Datasets:
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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| 3 |
+
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| 4 |
+
# Dataset Card for "glue"
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| 5 |
+
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| 6 |
+
## 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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| 18 |
+
- [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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| 30 |
+
## [Dataset Description](#dataset-description)
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| 31 |
+
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| 32 |
+
- **Homepage:** [https://nyu-mll.github.io/CoLA/](https://nyu-mll.github.io/CoLA/)
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| 33 |
+
- **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)
|
| 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:** 955.33 MB
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| 37 |
+
- **Size of the generated dataset:** 229.68 MB
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| 38 |
+
- **Total amount of disk used:** 1185.01 MB
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| 39 |
+
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| 40 |
+
### [Dataset Summary](#dataset-summary)
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+
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| 42 |
+
GLUE, the General Language Understanding Evaluation benchmark
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| 43 |
+
(https://gluebenchmark.com/) is a collection of resources for training,
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| 44 |
+
evaluating, and analyzing natural language understanding systems.
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| 45 |
+
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| 46 |
+
### [Supported Tasks](#supported-tasks)
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| 47 |
+
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| 48 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 49 |
+
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| 50 |
+
### [Languages](#languages)
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| 51 |
+
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| 52 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 53 |
+
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| 54 |
+
## [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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#### ax
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- **Size of downloaded dataset files:** 0.21 MB
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- **Size of the generated dataset:** 0.23 MB
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- **Total amount of disk used:** 0.44 MB
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+
An example of 'test' looks as follows.
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```
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```
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#### cola
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- **Size of downloaded dataset files:** 0.36 MB
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- **Size of the generated dataset:** 0.58 MB
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| 75 |
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- **Total amount of disk used:** 0.94 MB
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An example of 'train' looks as follows.
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```
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```
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#### mnli
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- **Size of downloaded dataset files:** 298.29 MB
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| 85 |
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- **Size of the generated dataset:** 78.65 MB
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| 86 |
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- **Total amount of disk used:** 376.95 MB
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+
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An example of 'train' looks as follows.
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| 89 |
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```
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| 90 |
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```
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+
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#### mnli_matched
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- **Size of downloaded dataset files:** 298.29 MB
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| 96 |
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- **Size of the generated dataset:** 3.52 MB
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| 97 |
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- **Total amount of disk used:** 301.82 MB
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An example of 'validation' looks as follows.
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```
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```
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#### mnli_mismatched
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- **Size of downloaded dataset files:** 298.29 MB
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- **Size of the generated dataset:** 3.73 MB
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- **Total amount of disk used:** 302.02 MB
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An example of 'validation' 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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#### ax
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- `premise`: a `string` feature.
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- `hypothesis`: a `string` feature.
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- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
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- `idx`: a `int32` feature.
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#### cola
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| 126 |
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- `sentence`: a `string` feature.
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- `label`: a classification label, with possible values including `unacceptable` (0), `acceptable` (1).
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- `idx`: a `int32` feature.
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#### mnli
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| 131 |
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- `premise`: a `string` feature.
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| 132 |
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- `hypothesis`: a `string` feature.
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| 133 |
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- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
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| 134 |
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- `idx`: a `int32` feature.
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| 135 |
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| 136 |
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#### mnli_matched
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| 137 |
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- `premise`: a `string` feature.
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| 138 |
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- `hypothesis`: a `string` feature.
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| 139 |
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- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
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| 140 |
+
- `idx`: a `int32` feature.
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| 141 |
+
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| 142 |
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#### mnli_mismatched
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| 143 |
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- `premise`: a `string` feature.
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| 144 |
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- `hypothesis`: a `string` feature.
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| 145 |
+
- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
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| 146 |
+
- `idx`: a `int32` feature.
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| 147 |
+
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| 148 |
+
### [Data Splits Sample Size](#data-splits-sample-size)
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| 149 |
+
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| 150 |
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#### ax
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| |test|
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|---|---:|
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|ax |1104|
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#### cola
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| |train|validation|test|
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|----|----:|---------:|---:|
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|cola| 8551| 1043|1063|
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#### mnli
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| |train |validation_matched|validation_mismatched|test_matched|test_mismatched|
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|----|-----:|-----------------:|--------------------:|-----------:|--------------:|
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|mnli|392702| 9815| 9832| 9796| 9847|
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#### mnli_matched
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| |validation|test|
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|------------|---------:|---:|
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|mnli_matched| 9815|9796|
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#### mnli_mismatched
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| |validation|test|
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|---------------|---------:|---:|
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|mnli_mismatched| 9832|9847|
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## [Dataset Creation](#dataset-creation)
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| 181 |
+
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| 182 |
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### [Curation Rationale](#curation-rationale)
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| 183 |
+
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| 184 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 185 |
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|
| 186 |
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### [Source Data](#source-data)
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| 187 |
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| 188 |
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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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| 189 |
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|
| 190 |
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### [Annotations](#annotations)
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| 191 |
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|
| 192 |
+
[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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### [Personal and Sensitive Information](#personal-and-sensitive-information)
|
| 195 |
+
|
| 196 |
+
[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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|
| 198 |
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## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 199 |
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| 200 |
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### [Social Impact of Dataset](#social-impact-of-dataset)
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| 201 |
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|
| 202 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 203 |
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| 204 |
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### [Discussion of Biases](#discussion-of-biases)
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| 205 |
+
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| 206 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 207 |
+
|
| 208 |
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### [Other Known Limitations](#other-known-limitations)
|
| 209 |
+
|
| 210 |
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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 |
+
|
| 212 |
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## [Additional Information](#additional-information)
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| 213 |
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| 214 |
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### [Dataset Curators](#dataset-curators)
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| 215 |
+
|
| 216 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 217 |
+
|
| 218 |
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### [Licensing Information](#licensing-information)
|
| 219 |
+
|
| 220 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 221 |
+
|
| 222 |
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### [Citation Information](#citation-information)
|
| 223 |
+
|
| 224 |
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```
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| 225 |
+
@article{warstadt2018neural,
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| 226 |
+
title={Neural Network Acceptability Judgments},
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| 227 |
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author={Warstadt, Alex and Singh, Amanpreet and Bowman, Samuel R},
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| 228 |
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journal={arXiv preprint arXiv:1805.12471},
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| 229 |
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year={2018}
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| 230 |
+
}
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| 231 |
+
@inproceedings{wang2019glue,
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| 232 |
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title={{GLUE}: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding},
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| 233 |
+
author={Wang, Alex and Singh, Amanpreet and Michael, Julian and Hill, Felix and Levy, Omer and Bowman, Samuel R.},
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| 234 |
+
note={In the Proceedings of ICLR.},
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| 235 |
+
year={2019}
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| 236 |
+
}
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| 237 |
+
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| 238 |
+
Note that each GLUE dataset has its own citation. Please see the source to see
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| 239 |
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the correct citation for each contained dataset.
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+
```
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| 241 |
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### Contributions
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| 244 |
+
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| 245 |
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Thanks to [@patpizio](https://github.com/patpizio), [@jeswan](https://github.com/jeswan), [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham) for adding this dataset.
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