Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
acceptability-classification
Languages:
English
Size:
10K - 100K
ArXiv:
License:
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
ADDED
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1 |
+
---
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---
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# Dataset Card for "blimp"
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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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24 |
+
- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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26 |
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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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## [Dataset Description](#dataset-description)
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- **Homepage:** [https://github.com/alexwarstadt/blimp/tree/master/](https://github.com/alexwarstadt/blimp/tree/master/)
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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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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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- **Size of downloaded dataset files:** 28.21 MB
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- **Size of the generated dataset:** 10.92 MB
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- **Total amount of disk used:** 39.13 MB
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### [Dataset Summary](#dataset-summary)
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BLiMP is a challenge set for evaluating what language models (LMs) know about
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major grammatical phenomena in English. BLiMP consists of 67 sub-datasets, each
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containing 1000 minimal pairs isolating specific contrasts in syntax,
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morphology, or semantics. The data is automatically generated according to
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expert-crafted grammars.
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+
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48 |
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### [Supported Tasks](#supported-tasks)
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49 |
+
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50 |
+
[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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[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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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### adjunct_island
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- **Size of downloaded dataset files:** 0.34 MB
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- **Size of the generated dataset:** 0.16 MB
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- **Total amount of disk used:** 0.50 MB
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An example of 'train' looks as follows.
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```
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{
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"UID": "tough_vs_raising_1",
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"field": "syntax_semantics",
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"lexically_identical": false,
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"linguistics_term": "control_raising",
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"one_prefix_method": false,
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"pair_id": 2,
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"sentence_bad": "Benjamin's tutor was certain to boast about.",
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"sentence_good": "Benjamin's tutor was easy to boast about.",
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"simple_LM_method": true,
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"two_prefix_method": false
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}
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```
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#### anaphor_gender_agreement
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- **Size of downloaded dataset files:** 0.42 MB
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87 |
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- **Size of the generated dataset:** 0.13 MB
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- **Total amount of disk used:** 0.54 MB
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An example of 'train' looks as follows.
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```
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{
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"UID": "tough_vs_raising_1",
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"field": "syntax_semantics",
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"lexically_identical": false,
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"linguistics_term": "control_raising",
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"one_prefix_method": false,
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"pair_id": 2,
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"sentence_bad": "Benjamin's tutor was certain to boast about.",
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"sentence_good": "Benjamin's tutor was easy to boast about.",
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"simple_LM_method": true,
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"two_prefix_method": false
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}
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```
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#### anaphor_number_agreement
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- **Size of downloaded dataset files:** 0.43 MB
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109 |
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- **Size of the generated dataset:** 0.13 MB
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110 |
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- **Total amount of disk used:** 0.56 MB
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An example of 'train' looks as follows.
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```
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+
{
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+
"UID": "tough_vs_raising_1",
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116 |
+
"field": "syntax_semantics",
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117 |
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"lexically_identical": false,
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118 |
+
"linguistics_term": "control_raising",
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119 |
+
"one_prefix_method": false,
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"pair_id": 2,
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"sentence_bad": "Benjamin's tutor was certain to boast about.",
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"sentence_good": "Benjamin's tutor was easy to boast about.",
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"simple_LM_method": true,
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"two_prefix_method": false
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}
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```
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#### animate_subject_passive
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- **Size of downloaded dataset files:** 0.44 MB
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- **Size of the generated dataset:** 0.14 MB
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132 |
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- **Total amount of disk used:** 0.58 MB
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133 |
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An example of 'train' looks as follows.
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```
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{
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+
"UID": "tough_vs_raising_1",
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+
"field": "syntax_semantics",
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139 |
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"lexically_identical": false,
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140 |
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"linguistics_term": "control_raising",
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141 |
+
"one_prefix_method": false,
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142 |
+
"pair_id": 2,
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143 |
+
"sentence_bad": "Benjamin's tutor was certain to boast about.",
|
144 |
+
"sentence_good": "Benjamin's tutor was easy to boast about.",
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145 |
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"simple_LM_method": true,
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146 |
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"two_prefix_method": false
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}
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```
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+
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+
#### animate_subject_trans
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- **Size of downloaded dataset files:** 0.41 MB
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153 |
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- **Size of the generated dataset:** 0.12 MB
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154 |
+
- **Total amount of disk used:** 0.54 MB
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155 |
+
|
156 |
+
An example of 'train' looks as follows.
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```
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+
{
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+
"UID": "tough_vs_raising_1",
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160 |
+
"field": "syntax_semantics",
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161 |
+
"lexically_identical": false,
|
162 |
+
"linguistics_term": "control_raising",
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163 |
+
"one_prefix_method": false,
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164 |
+
"pair_id": 2,
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+
"sentence_bad": "Benjamin's tutor was certain to boast about.",
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"sentence_good": "Benjamin's tutor was easy to boast about.",
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"simple_LM_method": true,
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+
"two_prefix_method": false
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+
}
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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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+
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#### adjunct_island
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- `sentence_good`: a `string` feature.
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- `sentence_bad`: a `string` feature.
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- `field`: a `string` feature.
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- `linguistics_term`: a `string` feature.
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- `UID`: a `string` feature.
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+
- `simple_LM_method`: a `bool` feature.
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+
- `one_prefix_method`: a `bool` feature.
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+
- `two_prefix_method`: a `bool` feature.
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+
- `lexically_identical`: a `bool` feature.
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- `pair_id`: a `int32` feature.
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+
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+
#### anaphor_gender_agreement
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- `sentence_good`: a `string` feature.
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+
- `sentence_bad`: a `string` feature.
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- `field`: a `string` feature.
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- `linguistics_term`: a `string` feature.
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- `UID`: a `string` feature.
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- `simple_LM_method`: a `bool` feature.
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- `one_prefix_method`: a `bool` feature.
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- `two_prefix_method`: a `bool` feature.
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- `lexically_identical`: a `bool` feature.
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- `pair_id`: a `int32` feature.
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#### anaphor_number_agreement
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- `sentence_good`: a `string` feature.
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- `sentence_bad`: a `string` feature.
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- `field`: a `string` feature.
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- `linguistics_term`: a `string` feature.
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- `UID`: a `string` feature.
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- `simple_LM_method`: a `bool` feature.
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- `one_prefix_method`: a `bool` feature.
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- `two_prefix_method`: a `bool` feature.
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- `lexically_identical`: a `bool` feature.
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- `pair_id`: a `int32` feature.
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#### animate_subject_passive
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- `sentence_good`: a `string` feature.
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- `sentence_bad`: a `string` feature.
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- `field`: a `string` feature.
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- `linguistics_term`: a `string` feature.
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- `UID`: a `string` feature.
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- `simple_LM_method`: a `bool` feature.
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+
- `one_prefix_method`: a `bool` feature.
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- `two_prefix_method`: a `bool` feature.
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- `lexically_identical`: a `bool` feature.
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- `pair_id`: a `int32` feature.
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#### animate_subject_trans
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- `sentence_good`: a `string` feature.
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- `sentence_bad`: a `string` feature.
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- `field`: a `string` feature.
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- `linguistics_term`: a `string` feature.
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- `UID`: a `string` feature.
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- `simple_LM_method`: a `bool` feature.
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- `one_prefix_method`: a `bool` feature.
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- `two_prefix_method`: a `bool` feature.
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- `lexically_identical`: a `bool` feature.
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- `pair_id`: a `int32` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|
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|------------------------|----:|
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|adjunct_island | 1000|
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|anaphor_gender_agreement| 1000|
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|anaphor_number_agreement| 1000|
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|animate_subject_passive | 1000|
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|animate_subject_trans | 1000|
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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#curation-rationale)
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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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### [Source Data](#source-data)
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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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### [Annotations](#annotations)
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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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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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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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|
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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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### [Discussion of Biases](#discussion-of-biases)
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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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### [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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## [Additional Information](#additional-information)
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### [Dataset Curators](#dataset-curators)
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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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### [Licensing Information](#licensing-information)
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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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288 |
+
### [Citation Information](#citation-information)
|
289 |
+
|
290 |
+
```
|
291 |
+
|
292 |
+
@article{warstadt2019blimp,
|
293 |
+
title={BLiMP: A Benchmark of Linguistic Minimal Pairs for English},
|
294 |
+
author={Warstadt, Alex and Parrish, Alicia and Liu, Haokun and Mohananey, Anhad and Peng, Wei, and Wang, Sheng-Fu and Bowman, Samuel R},
|
295 |
+
journal={arXiv preprint arXiv:1912.00582},
|
296 |
+
year={2019}
|
297 |
+
}
|
298 |
+
|
299 |
+
```
|
300 |
+
|
301 |
+
|
302 |
+
### Contributions
|
303 |
+
|
304 |
+
Thanks to [@lhoestq](https://github.com/lhoestq), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
|