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| # Dataset Card for "wiqa" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks](#supported-tasks) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits Sample Size](#data-splits-sample-size) | |
| - [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:** [https://allenai.org/data/wiqa](https://allenai.org/data/wiqa) | |
| - **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:** 5.00 MB | |
| - **Size of the generated dataset:** 21.36 MB | |
| - **Total amount of disk used:** 26.37 MB | |
| ### Dataset Summary | |
| The WIQA dataset V1 has 39705 questions containing a perturbation and a possible effect in the context of a paragraph. | |
| The dataset is split into 29808 train questions, 6894 dev questions and 3003 test questions. | |
| ### Supported Tasks | |
| [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 | |
| We show detailed information for up to 5 configurations of the dataset. | |
| ### Data Instances | |
| #### default | |
| - **Size of downloaded dataset files:** 5.00 MB | |
| - **Size of the generated dataset:** 21.36 MB | |
| - **Total amount of disk used:** 26.37 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "answer_label": "more", | |
| "answer_label_as_choice": "A", | |
| "choices": { | |
| "label": ["A", "B", "C"], | |
| "text": ["more", "less", "no effect"] | |
| }, | |
| "metadata_graph_id": "481", | |
| "metadata_para_id": "528", | |
| "metadata_path_len": 3, | |
| "metadata_question_id": "influence_graph:528:481:77#0", | |
| "metadata_question_type": "INPARA_EFFECT", | |
| "question_para_step": ["A male and female rabbit mate", "The female rabbit becomes pregnant", "Baby rabbits form inside of the mother rabbit", "The female rabbit gives birth to a litter", "The newborn rabbits grow up to become adults", "The adult rabbits find mates."], | |
| "question_stem": "suppose the female is sterile happens, how will it affect LESS rabbits." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### default | |
| - `question_stem`: a `string` feature. | |
| - `question_para_step`: a `list` of `string` features. | |
| - `answer_label`: a `string` feature. | |
| - `answer_label_as_choice`: a `string` feature. | |
| - `choices`: a dictionary feature containing: | |
| - `text`: a `string` feature. | |
| - `label`: a `string` feature. | |
| - `metadata_question_id`: a `string` feature. | |
| - `metadata_graph_id`: a `string` feature. | |
| - `metadata_para_id`: a `string` feature. | |
| - `metadata_question_type`: a `string` feature. | |
| - `metadata_path_len`: a `int32` feature. | |
| ### Data Splits Sample Size | |
| | name |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |default|29808| 6894|3003| | |
| ## 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 | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| [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 | |
| ``` | |
| @article{wiqa, | |
| author = {Niket Tandon and Bhavana Dalvi Mishra and Keisuke Sakaguchi and Antoine Bosselut and Peter Clark} | |
| title = {WIQA: A dataset for "What if..." reasoning over procedural text}, | |
| journal = {arXiv:1909.04739v1}, | |
| year = {2019}, | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf), [@mariamabarham](https://github.com/mariamabarham), [@lhoestq](https://github.com/lhoestq) for adding this dataset. |