albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
870fda1
| annotations_creators: | |
| - found | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| language_bcp47: | |
| - en-US | |
| license: | |
| - cc-by-sa-4.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - question-answering | |
| task_ids: | |
| - open-domain-qa | |
| - multiple-choice-qa | |
| paperswithcode_id: null | |
| pretty_name: Ai2Arc | |
| dataset_info: | |
| - config_name: ARC-Challenge | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: choices | |
| sequence: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: string | |
| - name: answerKey | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 351888 | |
| num_examples: 1119 | |
| - name: test | |
| num_bytes: 377740 | |
| num_examples: 1172 | |
| - name: validation | |
| num_bytes: 97254 | |
| num_examples: 299 | |
| download_size: 680841265 | |
| dataset_size: 826882 | |
| - config_name: ARC-Easy | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: choices | |
| sequence: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: string | |
| - name: answerKey | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 623254 | |
| num_examples: 2251 | |
| - name: test | |
| num_bytes: 661997 | |
| num_examples: 2376 | |
| - name: validation | |
| num_bytes: 158498 | |
| num_examples: 570 | |
| download_size: 680841265 | |
| dataset_size: 1443749 | |
| # Dataset Card for "ai2_arc" | |
| ## 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://allenai.org/data/arc](https://allenai.org/data/arc) | |
| - **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:** 1361.68 MB | |
| - **Size of the generated dataset:** 2.28 MB | |
| - **Total amount of disk used:** 1363.96 MB | |
| ### Dataset Summary | |
| A new dataset of 7,787 genuine grade-school level, multiple-choice science questions, assembled to encourage research in | |
| advanced question-answering. The dataset is partitioned into a Challenge Set and an Easy Set, where the former contains | |
| only questions answered incorrectly by both a retrieval-based algorithm and a word co-occurrence algorithm. We are also | |
| including a corpus of over 14 million science sentences relevant to the task, and an implementation of three neural baseline models for this dataset. We pose ARC as a challenge to the community. | |
| ### 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 | |
| #### ARC-Challenge | |
| - **Size of downloaded dataset files:** 680.84 MB | |
| - **Size of the generated dataset:** 0.83 MB | |
| - **Total amount of disk used:** 681.67 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "answerKey": "B", | |
| "choices": { | |
| "label": ["A", "B", "C", "D"], | |
| "text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."] | |
| }, | |
| "id": "Mercury_SC_405487", | |
| "question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?" | |
| } | |
| ``` | |
| #### ARC-Easy | |
| - **Size of downloaded dataset files:** 680.84 MB | |
| - **Size of the generated dataset:** 1.45 MB | |
| - **Total amount of disk used:** 682.29 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "answerKey": "B", | |
| "choices": { | |
| "label": ["A", "B", "C", "D"], | |
| "text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."] | |
| }, | |
| "id": "Mercury_SC_405487", | |
| "question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### ARC-Challenge | |
| - `id`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `choices`: a dictionary feature containing: | |
| - `text`: a `string` feature. | |
| - `label`: a `string` feature. | |
| - `answerKey`: a `string` feature. | |
| #### ARC-Easy | |
| - `id`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `choices`: a dictionary feature containing: | |
| - `text`: a `string` feature. | |
| - `label`: a `string` feature. | |
| - `answerKey`: a `string` feature. | |
| ### Data Splits | |
| | name |train|validation|test| | |
| |-------------|----:|---------:|---:| | |
| |ARC-Challenge| 1119| 299|1172| | |
| |ARC-Easy | 2251| 570|2376| | |
| ## 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 | |
| ``` | |
| @article{allenai:arc, | |
| author = {Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and | |
| Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord}, | |
| title = {Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge}, | |
| journal = {arXiv:1803.05457v1}, | |
| year = {2018}, | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset. |