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paperswithcode_id: null |
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# Dataset Card for "kilt_wikipedia" |
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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 and Leaderboards](#supported-tasks-and-leaderboards) |
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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](#data-splits) |
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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 |
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- **Homepage:** [https://github.com/facebookresearch/KILT](https://github.com/facebookresearch/KILT) |
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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:** 35590.05 MB |
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- **Size of the generated dataset:** 28011.83 MB |
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- **Total amount of disk used:** 63601.89 MB |
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### Dataset Summary |
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KILT-Wikipedia: Wikipedia pre-processed for KILT. |
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### Supported Tasks and Leaderboards |
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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 |
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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 |
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We show detailed information for up to 5 configurations of the dataset. |
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### Data Instances |
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#### 2019-08-01 |
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- **Size of downloaded dataset files:** 35590.05 MB |
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- **Size of the generated dataset:** 28011.83 MB |
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- **Total amount of disk used:** 63601.89 MB |
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An example of 'full' looks as follows. |
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``` |
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{ |
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"anchors": { |
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"end": [], |
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"href": [], |
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"paragraph_id": [], |
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"start": [], |
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"text": [], |
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"wikipedia_id": [], |
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"wikipedia_title": [] |
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}, |
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"categories": "", |
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"history": { |
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"pageid": 0, |
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"parentid": 0, |
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"pre_dump": true, |
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"revid": 0, |
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"timestamp": "", |
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"url": "" |
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}, |
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"kilt_id": "", |
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"text": { |
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"paragraph": [] |
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}, |
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"wikidata_info": { |
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"aliases": { |
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"alias": [] |
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}, |
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"description": "", |
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"enwikiquote_title": "", |
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"wikidata_id": "", |
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"wikidata_label": "", |
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"wikipedia_title": "" |
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}, |
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"wikipedia_id": "", |
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"wikipedia_title": "" |
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} |
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``` |
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### Data Fields |
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The data fields are the same among all splits. |
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#### 2019-08-01 |
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- `kilt_id`: a `string` feature. |
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- `wikipedia_id`: a `string` feature. |
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- `wikipedia_title`: a `string` feature. |
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- `text`: a dictionary feature containing: |
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- `paragraph`: a `string` feature. |
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- `anchors`: a dictionary feature containing: |
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- `paragraph_id`: a `int32` feature. |
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- `start`: a `int32` feature. |
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- `end`: a `int32` feature. |
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- `text`: a `string` feature. |
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- `href`: a `string` feature. |
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- `wikipedia_title`: a `string` feature. |
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- `wikipedia_id`: a `string` feature. |
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- `categories`: a `string` feature. |
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- `description`: a `string` feature. |
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- `enwikiquote_title`: a `string` feature. |
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- `wikidata_id`: a `string` feature. |
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- `wikidata_label`: a `string` feature. |
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- `wikipedia_title`: a `string` feature. |
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- `aliases`: a dictionary feature containing: |
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- `alias`: a `string` feature. |
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- `pageid`: a `int32` feature. |
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- `parentid`: a `int32` feature. |
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- `revid`: a `int32` feature. |
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- `pre_dump`: a `bool` feature. |
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- `timestamp`: a `string` feature. |
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- `url`: a `string` feature. |
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### Data Splits |
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| name | full | |
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|----------|------:| |
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|2019-08-01|5903530| |
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## Dataset Creation |
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### 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 |
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#### Initial Data Collection and Normalization |
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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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#### Who are the source language producers? |
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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 |
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#### Annotation process |
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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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#### Who are the annotators? |
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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 |
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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 |
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### 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 |
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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 |
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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 |
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### 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 |
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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 |
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``` |
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@inproceedings{fb_kilt, |
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author = {Fabio Petroni and |
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Aleksandra Piktus and |
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Angela Fan and |
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Patrick Lewis and |
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Majid Yazdani and |
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Nicola De Cao and |
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James Thorne and |
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Yacine Jernite and |
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Vassilis Plachouras and |
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Tim Rockt"aschel and |
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Sebastian Riedel}, |
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title = {{KILT:} a {B}enchmark for {K}nowledge {I}ntensive {L}anguage {T}asks}, |
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journal = {CoRR}, |
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archivePrefix = {arXiv}, |
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year = {2020}, |
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``` |
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### Contributions |
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Thanks to [@thomwolf](https://github.com/thomwolf), [@yjernite](https://github.com/yjernite) for adding this dataset. |
