albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
1fe5466
| annotations_creators: | |
| - expert-generated | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| license: | |
| - cc-by-nc-2.0 | |
| multilinguality: | |
| - monolingual | |
| pretty_name: SciFact | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - fact-checking | |
| paperswithcode_id: scifact | |
| dataset_info: | |
| - config_name: corpus | |
| features: | |
| - name: doc_id | |
| dtype: int32 | |
| - name: title | |
| dtype: string | |
| - name: abstract | |
| sequence: string | |
| - name: structured | |
| dtype: bool | |
| splits: | |
| - name: train | |
| num_bytes: 7993572 | |
| num_examples: 5183 | |
| download_size: 3115079 | |
| dataset_size: 7993572 | |
| - config_name: claims | |
| features: | |
| - name: id | |
| dtype: int32 | |
| - name: claim | |
| dtype: string | |
| - name: evidence_doc_id | |
| dtype: string | |
| - name: evidence_label | |
| dtype: string | |
| - name: evidence_sentences | |
| sequence: int32 | |
| - name: cited_doc_ids | |
| sequence: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 168627 | |
| num_examples: 1261 | |
| - name: test | |
| num_bytes: 33625 | |
| num_examples: 300 | |
| - name: validation | |
| num_bytes: 60360 | |
| num_examples: 450 | |
| download_size: 3115079 | |
| dataset_size: 262612 | |
| # Dataset Card for "scifact" | |
| ## 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://scifact.apps.allenai.org/](https://scifact.apps.allenai.org/) | |
| - **Repository:** https://github.com/allenai/scifact | |
| - **Paper:** [Fact or Fiction: Verifying Scientific Claims](https://aclanthology.org/2020.emnlp-main.609/) | |
| - **Point of Contact:** [David Wadden](mailto:[email protected]) | |
| - **Size of downloaded dataset files:** 6.23 MB | |
| - **Size of the generated dataset:** 8.26 MB | |
| - **Total amount of disk used:** 14.49 MB | |
| ### Dataset Summary | |
| SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales. | |
| ### 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 | |
| #### claims | |
| - **Size of downloaded dataset files:** 3.12 MB | |
| - **Size of the generated dataset:** 262.61 kB | |
| - **Total amount of disk used:** 3.38 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "cited_doc_ids": [14717500], | |
| "claim": "1,000 genomes project enables mapping of genetic sequence variation consisting of rare variants with larger penetrance effects than common variants.", | |
| "evidence_doc_id": "14717500", | |
| "evidence_label": "SUPPORT", | |
| "evidence_sentences": [2, 5], | |
| "id": 3 | |
| } | |
| ``` | |
| #### corpus | |
| - **Size of downloaded dataset files:** 3.12 MB | |
| - **Size of the generated dataset:** 7.99 MB | |
| - **Total amount of disk used:** 11.11 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "abstract": "[\"Alterations of the architecture of cerebral white matter in the developing human brain can affect cortical development and res...", | |
| "doc_id": 4983, | |
| "structured": false, | |
| "title": "Microstructural development of human newborn cerebral white matter assessed in vivo by diffusion tensor magnetic resonance imaging." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### claims | |
| - `id`: a `int32` feature. | |
| - `claim`: a `string` feature. | |
| - `evidence_doc_id`: a `string` feature. | |
| - `evidence_label`: a `string` feature. | |
| - `evidence_sentences`: a `list` of `int32` features. | |
| - `cited_doc_ids`: a `list` of `int32` features. | |
| #### corpus | |
| - `doc_id`: a `int32` feature. | |
| - `title`: a `string` feature. | |
| - `abstract`: a `list` of `string` features. | |
| - `structured`: a `bool` feature. | |
| ### Data Splits | |
| #### claims | |
| | |train|validation|test| | |
| |------|----:|---------:|---:| | |
| |claims| 1261| 450| 300| | |
| #### corpus | |
| | |train| | |
| |------|----:| | |
| |corpus| 5183| | |
| ## 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 | |
| https://github.com/allenai/scifact/blob/master/LICENSE.md | |
| The SciFact dataset is released under the [CC BY-NC 2.0](https://creativecommons.org/licenses/by-nc/2.0/). By using the SciFact data, you are agreeing to its usage terms. | |
| ### Citation Information | |
| ``` | |
| @inproceedings{wadden-etal-2020-fact, | |
| title = "Fact or Fiction: Verifying Scientific Claims", | |
| author = "Wadden, David and | |
| Lin, Shanchuan and | |
| Lo, Kyle and | |
| Wang, Lucy Lu and | |
| van Zuylen, Madeleine and | |
| Cohan, Arman and | |
| Hajishirzi, Hannaneh", | |
| booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)", | |
| month = nov, | |
| year = "2020", | |
| address = "Online", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/2020.emnlp-main.609", | |
| doi = "10.18653/v1/2020.emnlp-main.609", | |
| pages = "7534--7550", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@dwadden](https://github.com/dwadden), [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun) for adding this dataset. |