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QAngaroo/wiki_hop

--- annotations_creators: - crowdsourced language_creators: - expert-generated language: - en license: - cc-by-sa-3.0 multilinguality: - monolingual size_categories: - 10K<n<100K source_datasets: - original task_categories: - question-answering task_ids: - extractive-qa paperswithcode_id: wikihop pretty_name: WikiHop tags: - multi-hop dataset_info: - config_name: original features: - name: id dtype: string - name: query dtype: string - name: answer dtype: string - name: candidates sequence: string - name: supports sequence: string - name: annotations sequence: sequence: string splits: - name: train num_bytes: 325952974 num_examples: 43738 - name: validation num_bytes: 41246536 num_examples: 5129 download_size: 339843061 dataset_size: 367199510 - config_name: masked features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: candidates sequence: string - name: supports sequence: string - name: annotations sequence: sequence: string splits: - name: train num_bytes: 348249138 num_examples: 43738 - name: validation num_bytes: 44066862 num_examples: 5129 download_size: 339843061 dataset_size: 392316000 --- # Dataset Card for WikiHop ## 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:** [QAngaroo](http://qangaroo.cs.ucl.ac.uk/) - **Repository:** [If the dataset is hosted on github or has a github homepage, add URL here]() - **Paper:** [Constructing Datasets for Multi-hop Reading Comprehension Across Documents](https://arxiv.org/abs/1710.06481) - **Leaderboard:** [leaderboard](http://qangaroo.cs.ucl.ac.uk/leaderboard.html) - **Point of Contact:** [Johannes Welbl](j.welbl@cs.ucl.ac.uk) ### Dataset Summary [More Information Needed] ### Supported Tasks and Leaderboards [More Information Needed] ### Languages [More Information Needed] ## Dataset Structure ### Data Instances [More Information Needed] ### Data Fields [More Information Needed] ### Data Splits [More Information Needed] ## Dataset Creation ### Curation Rationale [More Information Needed] ### Source Data [More Information Needed] #### Initial Data Collection and Normalization [More Information Needed] #### Who are the source language producers? [More Information Needed] ### Annotations [More Information Needed] #### 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 [More Information Needed] ### Contributions Thanks to [@patil-suraj](https://github.com/patil-suraj) for adding this dataset.

Updated 1/18/2024
hugging_face

Description

Dataset Card for WikiHop

Dataset Description

  • annotations_creators: crowdsourced
  • language_creators: expert-generated
  • language: en
  • license: cc-by-sa-3.0
  • multilinguality: monolingual
  • size_categories: 10K < n < 100K
  • source_datasets: original
  • task_categories: question‑answering
  • task_ids: extractive-qa
  • paperswithcode_id: wikihop
  • pretty_name: WikiHop
  • tags: multi-hop

Dataset Structure

Configuration Information

Original Configuration

  • features:
    • id: string
    • query: string
    • answer: string
    • candidates: sequence: string
    • supports: sequence: string
    • annotations: sequence: sequence: string
  • splits:
    • train:
      • num_bytes: 325952974
      • num_examples: 43738
    • validation:
      • num_bytes: 41246536
      • num_examples: 5129
  • download_size: 339843061
  • dataset_size: 367199510

Masked Configuration

  • features:
    • id: string
    • question: string
    • answer: string
    • candidates: sequence: string
    • supports: sequence: string
    • annotations: sequence: sequence: string
  • splits:
    • train:
      • num_bytes: 348249138
      • num_examples: 43738
    • validation:
      • num_bytes: 44066862
      • num_examples: 5129
  • download_size: 339843061
  • dataset_size: 392316000

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Topics

Question Answering Systems
Multi-hop Reading Comprehension

Source

Organization: hugging_face

Created: Unknown

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