Dataset Card for "kilt_wikipedia"

Dataset Summary

KILT-Wikipedia: Wikipedia pre-processed for KILT.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

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

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

More Information Needed

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, @yjernite for adding this dataset.