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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---
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---
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# Dataset Card for "cfq"
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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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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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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/google-research/google-research/tree/master/cfq](https://github.com/google-research/google-research/tree/master/cfq)
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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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- **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:** 2041.62 MB
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- **Size of the generated dataset:** 345.30 MB
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- **Total amount of disk used:** 2386.92 MB
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### [Dataset Summary](#dataset-summary)
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The CFQ dataset (and it's splits) for measuring compositional generalization.
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See https://arxiv.org/abs/1912.09713.pdf for background.
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Example usage:
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data = datasets.load_dataset('cfq/mcd1')
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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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#### mcd1
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- **Size of downloaded dataset files:** 255.20 MB
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- **Size of the generated dataset:** 40.91 MB
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- **Total amount of disk used:** 296.11 MB
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An example of 'train' looks as follows.
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```
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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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}
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```
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#### mcd2
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- **Size of downloaded dataset files:** 255.20 MB
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- **Size of the generated dataset:** 42.70 MB
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- **Total amount of disk used:** 297.91 MB
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An example of 'train' looks as follows.
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```
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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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}
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```
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#### mcd3
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- **Size of downloaded dataset files:** 255.20 MB
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- **Size of the generated dataset:** 41.58 MB
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- **Total amount of disk used:** 296.78 MB
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An example of 'train' looks as follows.
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```
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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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}
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```
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#### query_complexity_split
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- **Size of downloaded dataset files:** 255.20 MB
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- **Size of the generated dataset:** 43.82 MB
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- **Total amount of disk used:** 299.02 MB
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An example of 'train' looks as follows.
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```
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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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}
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```
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#### query_pattern_split
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- **Size of downloaded dataset files:** 255.20 MB
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- **Size of the generated dataset:** 43.98 MB
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- **Total amount of disk used:** 299.19 MB
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An example of 'train' looks as follows.
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```
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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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}
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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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#### mcd1
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- `question`: a `string` feature.
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- `query`: a `string` feature.
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#### mcd2
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- `question`: a `string` feature.
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- `query`: a `string` feature.
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#### mcd3
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- `question`: a `string` feature.
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- `query`: a `string` feature.
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#### query_complexity_split
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- `question`: a `string` feature.
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- `query`: a `string` feature.
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#### query_pattern_split
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- `question`: a `string` feature.
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- `query`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train |test |
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|----------------------|-----:|----:|
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|mcd1 | 95743|11968|
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|mcd2 | 95743|11968|
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|mcd3 | 95743|11968|
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|query_complexity_split|100654| 9512|
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|query_pattern_split | 94600|12589|
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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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[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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[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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### [Citation Information](#citation-information)
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```
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@inproceedings{Keysers2020,
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title={Measuring Compositional Generalization: A Comprehensive Method on
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Realistic Data},
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author={Daniel Keysers and Nathanael Sch"{a}rli and Nathan Scales and
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Hylke Buisman and Daniel Furrer and Sergii Kashubin and
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Nikola Momchev and Danila Sinopalnikov and Lukasz Stafiniak and
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Tibor Tihon and Dmitry Tsarkov and Xiao Wang and Marc van Zee and
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Olivier Bousquet},
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booktitle={ICLR},
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year={2020},
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url={https://arxiv.org/abs/1912.09713.pdf},
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}
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```
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### Contributions
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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.
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