README.md

metadata

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 Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: https://github.com/facebookresearch/KILT
• Repository: More Information Needed
• Paper: More Information Needed
• Point of Contact: More Information Needed
• 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

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

name	full
2019-08-01	5903530

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.