Datasets:
Tasks:
Question Answering
Sub-tasks:
extractive-qa
Languages:
English
Size:
10K<n<100K
ArXiv:
Tags:
multi-hop
License:
| 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. |