albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
e78477f
| language: | |
| - en | |
| paperswithcode_id: e-snli | |
| pretty_name: e-SNLI | |
| dataset_info: | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| - name: explanation_1 | |
| dtype: string | |
| - name: explanation_2 | |
| dtype: string | |
| - name: explanation_3 | |
| dtype: string | |
| config_name: plain_text | |
| splits: | |
| - name: test | |
| num_bytes: 3387169 | |
| num_examples: 9824 | |
| - name: train | |
| num_bytes: 108024142 | |
| num_examples: 549367 | |
| - name: validation | |
| num_bytes: 3423725 | |
| num_examples: 9842 | |
| download_size: 204516010 | |
| dataset_size: 114835036 | |
| # Dataset Card for "esnli" | |
| ## 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/OanaMariaCamburu/e-SNLI](https://github.com/OanaMariaCamburu/e-SNLI) | |
| - **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:** 204.51 MB | |
| - **Size of the generated dataset:** 114.84 MB | |
| - **Total amount of disk used:** 319.35 MB | |
| ### Dataset Summary | |
| The e-SNLI dataset extends the Stanford Natural Language Inference Dataset to | |
| include human-annotated natural language explanations of the entailment | |
| relations. | |
| ### 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 | |
| #### plain_text | |
| - **Size of downloaded dataset files:** 204.51 MB | |
| - **Size of the generated dataset:** 114.84 MB | |
| - **Total amount of disk used:** 319.35 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "explanation_1": "A woman must be present to smile.", | |
| "explanation_2": "A woman smiling implies that she is present.", | |
| "explanation_3": "A smiling woman is also present.", | |
| "hypothesis": "A woman is present.", | |
| "label": 0, | |
| "premise": "A woman smiles at the child." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### plain_text | |
| - `premise`: a `string` feature. | |
| - `hypothesis`: a `string` feature. | |
| - `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2). | |
| - `explanation_1`: a `string` feature. | |
| - `explanation_2`: a `string` feature. | |
| - `explanation_3`: a `string` feature. | |
| ### Data Splits | |
| | name |train |validation|test| | |
| |----------|-----:|---------:|---:| | |
| |plain_text|549367| 9842|9824| | |
| ## 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 | |
| ``` | |
| @incollection{NIPS2018_8163, | |
| title = {e-SNLI: Natural Language Inference with Natural Language Explanations}, | |
| author = {Camburu, Oana-Maria and Rockt"{a}schel, Tim and Lukasiewicz, Thomas and Blunsom, Phil}, | |
| booktitle = {Advances in Neural Information Processing Systems 31}, | |
| editor = {S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett}, | |
| pages = {9539--9549}, | |
| year = {2018}, | |
| publisher = {Curran Associates, Inc.}, | |
| url = {http://papers.nips.cc/paper/8163-e-snli-natural-language-inference-with-natural-language-explanations.pdf} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@albertvillanova](https://github.com/albertvillanova), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |