albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#1)
ea12d8c
| language: | |
| - en | |
| paperswithcode_id: null | |
| pretty_name: qangaroo | |
| dataset_info: | |
| - config_name: medhop | |
| features: | |
| - name: query | |
| dtype: string | |
| - name: supports | |
| sequence: string | |
| - name: candidates | |
| sequence: string | |
| - name: answer | |
| dtype: string | |
| - name: id | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 93947725 | |
| num_examples: 1620 | |
| - name: validation | |
| num_bytes: 16463555 | |
| num_examples: 342 | |
| download_size: 339843061 | |
| dataset_size: 110411280 | |
| - config_name: masked_medhop | |
| features: | |
| - name: query | |
| dtype: string | |
| - name: supports | |
| sequence: string | |
| - name: candidates | |
| sequence: string | |
| - name: answer | |
| dtype: string | |
| - name: id | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 95823986 | |
| num_examples: 1620 | |
| - name: validation | |
| num_bytes: 16802484 | |
| num_examples: 342 | |
| download_size: 339843061 | |
| dataset_size: 112626470 | |
| - config_name: wikihop | |
| features: | |
| - name: query | |
| dtype: string | |
| - name: supports | |
| sequence: string | |
| - name: candidates | |
| sequence: string | |
| - name: answer | |
| dtype: string | |
| - name: id | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 325994029 | |
| num_examples: 43738 | |
| - name: validation | |
| num_bytes: 40869634 | |
| num_examples: 5129 | |
| download_size: 339843061 | |
| dataset_size: 366863663 | |
| - config_name: masked_wikihop | |
| features: | |
| - name: query | |
| dtype: string | |
| - name: supports | |
| sequence: string | |
| - name: candidates | |
| sequence: string | |
| - name: answer | |
| dtype: string | |
| - name: id | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 348290479 | |
| num_examples: 43738 | |
| - name: validation | |
| num_bytes: 43689810 | |
| num_examples: 5129 | |
| download_size: 339843061 | |
| dataset_size: 391980289 | |
| # Dataset Card for "qangaroo" | |
| ## 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:** [http://qangaroo.cs.ucl.ac.uk/index.html](http://qangaroo.cs.ucl.ac.uk/index.html) | |
| - **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:** 1.36 GB | |
| - **Size of the generated dataset:** 981.89 MB | |
| - **Total amount of disk used:** 2.34 GB | |
| ### Dataset Summary | |
| We have created two new Reading Comprehension datasets focussing on multi-hop (alias multi-step) inference. | |
| Several pieces of information often jointly imply another fact. In multi-hop inference, a new fact is derived by combining facts via a chain of multiple steps. | |
| Our aim is to build Reading Comprehension methods that perform multi-hop inference on text, where individual facts are spread out across different documents. | |
| The two QAngaroo datasets provide a training and evaluation resource for such methods. | |
| ### 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 | |
| #### masked_medhop | |
| - **Size of downloaded dataset files:** 339.84 MB | |
| - **Size of the generated dataset:** 112.63 MB | |
| - **Total amount of disk used:** 452.47 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| #### masked_wikihop | |
| - **Size of downloaded dataset files:** 339.84 MB | |
| - **Size of the generated dataset:** 391.98 MB | |
| - **Total amount of disk used:** 731.82 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| #### medhop | |
| - **Size of downloaded dataset files:** 339.84 MB | |
| - **Size of the generated dataset:** 110.42 MB | |
| - **Total amount of disk used:** 450.26 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| #### wikihop | |
| - **Size of downloaded dataset files:** 339.84 MB | |
| - **Size of the generated dataset:** 366.87 MB | |
| - **Total amount of disk used:** 706.71 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### masked_medhop | |
| - `query`: a `string` feature. | |
| - `supports`: a `list` of `string` features. | |
| - `candidates`: a `list` of `string` features. | |
| - `answer`: a `string` feature. | |
| - `id`: a `string` feature. | |
| #### masked_wikihop | |
| - `query`: a `string` feature. | |
| - `supports`: a `list` of `string` features. | |
| - `candidates`: a `list` of `string` features. | |
| - `answer`: a `string` feature. | |
| - `id`: a `string` feature. | |
| #### medhop | |
| - `query`: a `string` feature. | |
| - `supports`: a `list` of `string` features. | |
| - `candidates`: a `list` of `string` features. | |
| - `answer`: a `string` feature. | |
| - `id`: a `string` feature. | |
| #### wikihop | |
| - `query`: a `string` feature. | |
| - `supports`: a `list` of `string` features. | |
| - `candidates`: a `list` of `string` features. | |
| - `answer`: a `string` feature. | |
| - `id`: a `string` feature. | |
| ### Data Splits | |
| | name |train|validation| | |
| |--------------|----:|---------:| | |
| |masked_medhop | 1620| 342| | |
| |masked_wikihop|43738| 5129| | |
| |medhop | 1620| 342| | |
| |wikihop |43738| 5129| | |
| ## 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 | |
| ``` | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@jplu](https://github.com/jplu), [@lewtun](https://github.com/lewtun), [@lhoestq](https://github.com/lhoestq), [@mariamabarham](https://github.com/mariamabarham) for adding this dataset. |