--- paperswithcode_id: null pretty_name: KiltWikipedia dataset_info: features: - name: kilt_id dtype: string - name: wikipedia_id dtype: string - name: wikipedia_title dtype: string - name: text sequence: - name: paragraph dtype: string - name: anchors sequence: - name: paragraph_id dtype: int32 - name: start dtype: int32 - name: end dtype: int32 - name: text dtype: string - name: href dtype: string - name: wikipedia_title dtype: string - name: wikipedia_id dtype: string - name: categories dtype: string - name: wikidata_info struct: - name: description dtype: string - name: enwikiquote_title dtype: string - name: wikidata_id dtype: string - name: wikidata_label dtype: string - name: wikipedia_title dtype: string - name: aliases sequence: - name: alias dtype: string - name: history struct: - name: pageid dtype: int32 - name: parentid dtype: int32 - name: revid dtype: int32 - name: pre_dump dtype: bool - name: timestamp dtype: string - name: url dtype: string config_name: '2019-08-01' splits: - name: full num_bytes: 29372535718 num_examples: 5903530 download_size: 37318876722 dataset_size: 29372535718 --- # Dataset Card for "kilt_wikipedia" ## Table of Contents - [Dataset Description](#dataset-description) - [Dataset Summary](#dataset-summary) - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) - [Languages](#languages) - [Dataset Structure](#dataset-structure) - [Data Instances](#data-instances) - [Data Fields](#data-fields) - [Data Splits](#data-splits) - [Dataset Creation](#dataset-creation) - [Curation Rationale](#curation-rationale) - [Source Data](#source-data) - [Annotations](#annotations) - [Personal and Sensitive Information](#personal-and-sensitive-information) - [Considerations for Using the Data](#considerations-for-using-the-data) - [Social Impact of Dataset](#social-impact-of-dataset) - [Discussion of Biases](#discussion-of-biases) - [Other Known Limitations](#other-known-limitations) - [Additional Information](#additional-information) - [Dataset Curators](#dataset-curators) - [Licensing Information](#licensing-information) - [Citation Information](#citation-information) - [Contributions](#contributions) ## Dataset Description - **Homepage:** [https://github.com/facebookresearch/KILT](https://github.com/facebookresearch/KILT) - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Size of downloaded dataset files:** 37.32 GB - **Size of the generated dataset:** 29.37 GB - **Total amount of disk used:** 66.69 GB ### Dataset Summary KILT-Wikipedia: Wikipedia pre-processed for KILT. ### Supported Tasks and Leaderboards [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Languages [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Dataset Structure ### Data Instances #### 2019-08-01 - **Size of downloaded dataset files:** 37.32 GB - **Size of the generated dataset:** 29.37 GB - **Total amount of disk used:** 66.69 GB An example of 'full' looks as follows. ``` { "anchors": { "end": [], "href": [], "paragraph_id": [], "start": [], "text": [], "wikipedia_id": [], "wikipedia_title": [] }, "categories": "", "history": { "pageid": 0, "parentid": 0, "pre_dump": true, "revid": 0, "timestamp": "", "url": "" }, "kilt_id": "", "text": { "paragraph": [] }, "wikidata_info": { "aliases": { "alias": [] }, "description": "", "enwikiquote_title": "", "wikidata_id": "", "wikidata_label": "", "wikipedia_title": "" }, "wikipedia_id": "", "wikipedia_title": "" } ``` ### Data Fields The data fields are the same among all splits. #### 2019-08-01 - `kilt_id`: a `string` feature. - `wikipedia_id`: a `string` feature. - `wikipedia_title`: a `string` feature. - `text`: a dictionary feature containing: - `paragraph`: a `string` feature. - `anchors`: a dictionary feature containing: - `paragraph_id`: a `int32` feature. - `start`: a `int32` feature. - `end`: a `int32` feature. - `text`: a `string` feature. - `href`: a `string` feature. - `wikipedia_title`: a `string` feature. - `wikipedia_id`: a `string` feature. - `categories`: a `string` feature. - `description`: a `string` feature. - `enwikiquote_title`: a `string` feature. - `wikidata_id`: a `string` feature. - `wikidata_label`: a `string` feature. - `wikipedia_title`: a `string` feature. - `aliases`: a dictionary feature containing: - `alias`: a `string` feature. - `pageid`: a `int32` feature. - `parentid`: a `int32` feature. - `revid`: a `int32` feature. - `pre_dump`: a `bool` feature. - `timestamp`: a `string` feature. - `url`: a `string` feature. ### Data Splits | name | full | |----------|------:| |2019-08-01|5903530| ## Dataset Creation ### Curation Rationale [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Source Data #### Initial Data Collection and Normalization [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the source language producers? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Annotations #### Annotation process [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the annotators? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Personal and Sensitive Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Considerations for Using the Data ### Social Impact of Dataset [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Discussion of Biases [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Other Known Limitations [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Additional Information ### Dataset Curators [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Licensing Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Citation Information ``` @inproceedings{fb_kilt, author = {Fabio Petroni and Aleksandra Piktus and Angela Fan and Patrick Lewis and Majid Yazdani and Nicola De Cao and James Thorne and Yacine Jernite and Vassilis Plachouras and Tim Rockt"aschel and Sebastian Riedel}, title = {{KILT:} a {B}enchmark for {K}nowledge {I}ntensive {L}anguage {T}asks}, journal = {CoRR}, archivePrefix = {arXiv}, year = {2020}, ``` ### Contributions Thanks to [@thomwolf](https://github.com/thomwolf), [@yjernite](https://github.com/yjernite) for adding this dataset.