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 "cfq"
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| 5 |
+
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| 6 |
+
## Table of Contents
|
| 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)
|
| 12 |
+
- [Data Instances](#data-instances)
|
| 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://github.com/google-research/google-research/tree/master/cfq](https://github.com/google-research/google-research/tree/master/cfq)
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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)
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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:** 2041.62 MB
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| 37 |
+
- **Size of the generated dataset:** 345.30 MB
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| 38 |
+
- **Total amount of disk used:** 2386.92 MB
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| 39 |
+
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| 40 |
+
### [Dataset Summary](#dataset-summary)
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| 41 |
+
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| 42 |
+
The CFQ dataset (and it's splits) for measuring compositional generalization.
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| 43 |
+
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| 44 |
+
See https://arxiv.org/abs/1912.09713.pdf for background.
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| 45 |
+
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| 46 |
+
Example usage:
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| 47 |
+
data = datasets.load_dataset('cfq/mcd1')
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| 48 |
+
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| 49 |
+
### [Supported Tasks](#supported-tasks)
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| 50 |
+
|
| 51 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 52 |
+
|
| 53 |
+
### [Languages](#languages)
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| 54 |
+
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| 55 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 56 |
+
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| 57 |
+
## [Dataset Structure](#dataset-structure)
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| 58 |
+
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| 59 |
+
We show detailed information for up to 5 configurations of the dataset.
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| 60 |
+
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| 61 |
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### [Data Instances](#data-instances)
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| 62 |
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| 63 |
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#### mcd1
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| 64 |
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| 65 |
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- **Size of downloaded dataset files:** 255.20 MB
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| 66 |
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- **Size of the generated dataset:** 40.91 MB
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| 67 |
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- **Total amount of disk used:** 296.11 MB
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| 68 |
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+
An example of 'train' looks as follows.
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| 70 |
+
```
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{
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"query": "SELECT /producer M0 . /director M0 . ",
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"question": "Who produced and directed M0?"
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| 74 |
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}
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```
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| 76 |
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+
#### mcd2
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| 78 |
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| 79 |
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- **Size of downloaded dataset files:** 255.20 MB
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| 80 |
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- **Size of the generated dataset:** 42.70 MB
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| 81 |
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- **Total amount of disk used:** 297.91 MB
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| 82 |
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| 83 |
+
An example of 'train' looks as follows.
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| 84 |
+
```
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| 85 |
+
{
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| 86 |
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"query": "SELECT /producer M0 . /director M0 . ",
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| 87 |
+
"question": "Who produced and directed M0?"
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| 88 |
+
}
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| 89 |
+
```
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| 90 |
+
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| 91 |
+
#### mcd3
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| 92 |
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| 93 |
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- **Size of downloaded dataset files:** 255.20 MB
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| 94 |
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- **Size of the generated dataset:** 41.58 MB
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| 95 |
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- **Total amount of disk used:** 296.78 MB
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| 96 |
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| 97 |
+
An example of 'train' looks as follows.
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| 98 |
+
```
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| 99 |
+
{
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| 100 |
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"query": "SELECT /producer M0 . /director M0 . ",
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| 101 |
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"question": "Who produced and directed M0?"
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| 102 |
+
}
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| 103 |
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```
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| 104 |
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| 105 |
+
#### query_complexity_split
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| 106 |
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| 107 |
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- **Size of downloaded dataset files:** 255.20 MB
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| 108 |
+
- **Size of the generated dataset:** 43.82 MB
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| 109 |
+
- **Total amount of disk used:** 299.02 MB
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| 110 |
+
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| 111 |
+
An example of 'train' looks as follows.
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| 112 |
+
```
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| 113 |
+
{
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| 114 |
+
"query": "SELECT /producer M0 . /director M0 . ",
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| 115 |
+
"question": "Who produced and directed M0?"
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| 116 |
+
}
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| 117 |
+
```
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| 118 |
+
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| 119 |
+
#### query_pattern_split
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| 120 |
+
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| 121 |
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- **Size of downloaded dataset files:** 255.20 MB
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| 122 |
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- **Size of the generated dataset:** 43.98 MB
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| 123 |
+
- **Total amount of disk used:** 299.19 MB
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| 124 |
+
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| 125 |
+
An example of 'train' looks as follows.
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| 126 |
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```
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| 127 |
+
{
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| 128 |
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"query": "SELECT /producer M0 . /director M0 . ",
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| 129 |
+
"question": "Who produced and directed M0?"
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| 130 |
+
}
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| 131 |
+
```
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| 132 |
+
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| 133 |
+
### [Data Fields](#data-fields)
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| 134 |
+
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| 135 |
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The data fields are the same among all splits.
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| 136 |
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| 137 |
+
#### mcd1
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| 138 |
+
- `question`: a `string` feature.
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| 139 |
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- `query`: a `string` feature.
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| 140 |
+
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| 141 |
+
#### mcd2
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| 142 |
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- `question`: a `string` feature.
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| 143 |
+
- `query`: a `string` feature.
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| 144 |
+
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| 145 |
+
#### mcd3
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| 146 |
+
- `question`: a `string` feature.
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| 147 |
+
- `query`: a `string` feature.
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| 148 |
+
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| 149 |
+
#### query_complexity_split
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| 150 |
+
- `question`: a `string` feature.
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| 151 |
+
- `query`: a `string` feature.
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| 152 |
+
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| 153 |
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#### query_pattern_split
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| 154 |
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- `question`: a `string` feature.
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| 155 |
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- `query`: a `string` feature.
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| 156 |
+
|
| 157 |
+
### [Data Splits Sample Size](#data-splits-sample-size)
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| 158 |
+
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| 159 |
+
| name |train |test |
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| 160 |
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|----------------------|-----:|----:|
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| 161 |
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|mcd1 | 95743|11968|
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| 162 |
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|mcd2 | 95743|11968|
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| 163 |
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|mcd3 | 95743|11968|
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| 164 |
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|query_complexity_split|100654| 9512|
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| 165 |
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|query_pattern_split | 94600|12589|
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| 166 |
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|
| 167 |
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## [Dataset Creation](#dataset-creation)
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| 168 |
+
|
| 169 |
+
### [Curation Rationale](#curation-rationale)
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| 170 |
+
|
| 171 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 172 |
+
|
| 173 |
+
### [Source Data](#source-data)
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| 174 |
+
|
| 175 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 176 |
+
|
| 177 |
+
### [Annotations](#annotations)
|
| 178 |
+
|
| 179 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 180 |
+
|
| 181 |
+
### [Personal and Sensitive Information](#personal-and-sensitive-information)
|
| 182 |
+
|
| 183 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 184 |
+
|
| 185 |
+
## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 186 |
+
|
| 187 |
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### [Social Impact of Dataset](#social-impact-of-dataset)
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| 188 |
+
|
| 189 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 190 |
+
|
| 191 |
+
### [Discussion of Biases](#discussion-of-biases)
|
| 192 |
+
|
| 193 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 194 |
+
|
| 195 |
+
### [Other Known Limitations](#other-known-limitations)
|
| 196 |
+
|
| 197 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 198 |
+
|
| 199 |
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## [Additional Information](#additional-information)
|
| 200 |
+
|
| 201 |
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### [Dataset Curators](#dataset-curators)
|
| 202 |
+
|
| 203 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 204 |
+
|
| 205 |
+
### [Licensing Information](#licensing-information)
|
| 206 |
+
|
| 207 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 208 |
+
|
| 209 |
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### [Citation Information](#citation-information)
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| 210 |
+
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| 211 |
+
```
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| 212 |
+
|
| 213 |
+
@inproceedings{Keysers2020,
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| 214 |
+
title={Measuring Compositional Generalization: A Comprehensive Method on
|
| 215 |
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Realistic Data},
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| 216 |
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author={Daniel Keysers and Nathanael Sch"{a}rli and Nathan Scales and
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| 217 |
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Hylke Buisman and Daniel Furrer and Sergii Kashubin and
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| 218 |
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Nikola Momchev and Danila Sinopalnikov and Lukasz Stafiniak and
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| 219 |
+
Tibor Tihon and Dmitry Tsarkov and Xiao Wang and Marc van Zee and
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| 220 |
+
Olivier Bousquet},
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| 221 |
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booktitle={ICLR},
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| 222 |
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year={2020},
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| 223 |
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url={https://arxiv.org/abs/1912.09713.pdf},
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| 224 |
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}
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| 225 |
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```
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| 227 |
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### Contributions
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| 230 |
+
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| 231 |
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Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun), [@brainshawn](https://github.com/brainshawn) for adding this dataset.
|