albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#4)
36c1d37
| annotations_creators: | |
| - crowdsourced | |
| language_creators: | |
| - machine-generated | |
| - expert-generated | |
| language: | |
| - ko | |
| license: | |
| - cc-by-sa-4.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - extended|multi_nli | |
| - extended|snli | |
| - extended|xnli | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - natural-language-inference | |
| - multi-input-text-classification | |
| paperswithcode_id: kornli | |
| pretty_name: KorNLI | |
| dataset_info: | |
| - config_name: multi_nli | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| splits: | |
| - name: train | |
| num_bytes: 84729207 | |
| num_examples: 392702 | |
| download_size: 42113232 | |
| dataset_size: 84729207 | |
| - config_name: snli | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| splits: | |
| - name: train | |
| num_bytes: 80137097 | |
| num_examples: 550152 | |
| download_size: 42113232 | |
| dataset_size: 80137097 | |
| - config_name: xnli | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| splits: | |
| - name: validation | |
| num_bytes: 518830 | |
| num_examples: 2490 | |
| - name: test | |
| num_bytes: 1047437 | |
| num_examples: 5010 | |
| download_size: 42113232 | |
| dataset_size: 1566267 | |
| # Dataset Card for "kor_nli" | |
| ## 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://github.com/kakaobrain/KorNLUDatasets](https://github.com/kakaobrain/KorNLUDatasets) | |
| - **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:** 126.34 MB | |
| - **Size of the generated dataset:** 166.43 MB | |
| - **Total amount of disk used:** 292.77 MB | |
| ### Dataset Summary | |
| Korean Natural Language Inference datasets. | |
| ### 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 | |
| #### multi_nli | |
| - **Size of downloaded dataset files:** 42.11 MB | |
| - **Size of the generated dataset:** 84.72 MB | |
| - **Total amount of disk used:** 126.85 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### snli | |
| - **Size of downloaded dataset files:** 42.11 MB | |
| - **Size of the generated dataset:** 80.13 MB | |
| - **Total amount of disk used:** 122.25 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### xnli | |
| - **Size of downloaded dataset files:** 42.11 MB | |
| - **Size of the generated dataset:** 1.56 MB | |
| - **Total amount of disk used:** 43.68 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### multi_nli | |
| - `premise`: a `string` feature. | |
| - `hypothesis`: a `string` feature. | |
| - `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2). | |
| #### snli | |
| - `premise`: a `string` feature. | |
| - `hypothesis`: a `string` feature. | |
| - `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2). | |
| #### xnli | |
| - `premise`: a `string` feature. | |
| - `hypothesis`: a `string` feature. | |
| - `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2). | |
| ### Data Splits | |
| #### multi_nli | |
| | |train | | |
| |---------|-----:| | |
| |multi_nli|392702| | |
| #### snli | |
| | |train | | |
| |----|-----:| | |
| |snli|550152| | |
| #### xnli | |
| | |validation|test| | |
| |----|---------:|---:| | |
| |xnli| 2490|5010| | |
| ## 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 | |
| The dataset is licensed under Creative Commons [Attribution-ShareAlike license (CC BY-SA 4.0)](http://creativecommons.org/licenses/by-sa/4.0/). | |
| ### Citation Information | |
| ``` | |
| @article{ham2020kornli, | |
| title={KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding}, | |
| author={Ham, Jiyeon and Choe, Yo Joong and Park, Kyubyong and Choi, Ilji and Soh, Hyungjoon}, | |
| journal={arXiv preprint arXiv:2004.03289}, | |
| year={2020} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |