albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
1ac0124
| annotations_creators: | |
| - crowdsourced | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - multiple-choice | |
| - text-classification | |
| task_ids: | |
| - natural-language-inference | |
| paperswithcode_id: art-dataset | |
| pretty_name: Abductive Reasoning in narrative Text | |
| tags: | |
| - abductive-natural-language-inference | |
| dataset_info: | |
| features: | |
| - name: observation_1 | |
| dtype: string | |
| - name: observation_2 | |
| dtype: string | |
| - name: hypothesis_1 | |
| dtype: string | |
| - name: hypothesis_2 | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': '0' | |
| '1': '1' | |
| '2': '2' | |
| config_name: anli | |
| splits: | |
| - name: validation | |
| num_bytes: 312314 | |
| num_examples: 1532 | |
| - name: train | |
| num_bytes: 34046304 | |
| num_examples: 169654 | |
| download_size: 5118294 | |
| dataset_size: 34358618 | |
| # Dataset Card for "art" | |
| ## 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:** [https://leaderboard.allenai.org/anli/submissions/get-started](https://leaderboard.allenai.org/anli/submissions/get-started) | |
| - **Repository:** https://github.com/allenai/abductive-commonsense-reasoning | |
| - **Paper:** [Abductive Commonsense Reasoning](https://arxiv.org/abs/1908.05739) | |
| - **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:** 5.12 MB | |
| - **Size of the generated dataset:** 34.36 MB | |
| - **Total amount of disk used:** 39.48 MB | |
| ### Dataset Summary | |
| ART consists of over 20k commonsense narrative contexts and 200k explanations. | |
| The Abductive Natural Language Inference Dataset from AI2. | |
| ### 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 | |
| #### anli | |
| - **Size of downloaded dataset files:** 5.12 MB | |
| - **Size of the generated dataset:** 34.36 MB | |
| - **Total amount of disk used:** 39.48 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "hypothesis_1": "Chad's car had all sorts of other problems besides alignment.", | |
| "hypothesis_2": "Chad's car had all sorts of benefits other than being sexy.", | |
| "label": 1, | |
| "observation_1": "Chad went to get the wheel alignment measured on his car.", | |
| "observation_2": "The mechanic provided a working alignment with new body work." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### anli | |
| - `observation_1`: a `string` feature. | |
| - `observation_2`: a `string` feature. | |
| - `hypothesis_1`: a `string` feature. | |
| - `hypothesis_2`: a `string` feature. | |
| - `label`: a classification label, with possible values including `0` (0), `1` (1), `2` (2). | |
| ### Data Splits | |
| |name|train |validation| | |
| |----|-----:|---------:| | |
| |anli|169654| 1532| | |
| ## 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 | |
| ``` | |
| @inproceedings{Bhagavatula2020Abductive, | |
| title={Abductive Commonsense Reasoning}, | |
| author={Chandra Bhagavatula and Ronan Le Bras and Chaitanya Malaviya and Keisuke Sakaguchi and Ari Holtzman and Hannah Rashkin and Doug Downey and Wen-tau Yih and Yejin Choi}, | |
| booktitle={International Conference on Learning Representations}, | |
| year={2020}, | |
| url={https://openreview.net/forum?id=Byg1v1HKDB} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun), [@lhoestq](https://github.com/lhoestq) for adding this dataset. |