albertvillanova
HF Staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
bf20683
| annotations_creators: | |
| - crowdsourced | |
| - machine-generated | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| license: | |
| - cc-by-nc-4.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - original | |
| - extended|hotpot_qa | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - natural-language-inference | |
| - multi-input-text-classification | |
| paperswithcode_id: anli | |
| pretty_name: Adversarial NLI | |
| dataset_info: | |
| features: | |
| - name: uid | |
| dtype: string | |
| - name: premise | |
| dtype: string | |
| - name: hypothesis | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entailment | |
| '1': neutral | |
| '2': contradiction | |
| - name: reason | |
| dtype: string | |
| config_name: plain_text | |
| splits: | |
| - name: train_r1 | |
| num_bytes: 8006920 | |
| num_examples: 16946 | |
| - name: dev_r1 | |
| num_bytes: 573444 | |
| num_examples: 1000 | |
| - name: test_r1 | |
| num_bytes: 574933 | |
| num_examples: 1000 | |
| - name: train_r2 | |
| num_bytes: 20801661 | |
| num_examples: 45460 | |
| - name: dev_r2 | |
| num_bytes: 556082 | |
| num_examples: 1000 | |
| - name: test_r2 | |
| num_bytes: 572655 | |
| num_examples: 1000 | |
| - name: train_r3 | |
| num_bytes: 44720895 | |
| num_examples: 100459 | |
| - name: dev_r3 | |
| num_bytes: 663164 | |
| num_examples: 1200 | |
| - name: test_r3 | |
| num_bytes: 657602 | |
| num_examples: 1200 | |
| download_size: 18621352 | |
| dataset_size: 77127356 | |
| # Dataset Card for "anli" | |
| ## 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:** | |
| - **Repository:** [https://github.com/facebookresearch/anli/](https://github.com/facebookresearch/anli/) | |
| - **Paper:** [Adversarial NLI: A New Benchmark for Natural Language Understanding](https://arxiv.org/abs/1910.14599) | |
| - **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:** 18.62 MB | |
| - **Size of the generated dataset:** 77.12 MB | |
| - **Total amount of disk used:** 95.75 MB | |
| ### Dataset Summary | |
| The Adversarial Natural Language Inference (ANLI) is a new large-scale NLI benchmark dataset, | |
| The dataset is collected via an iterative, adversarial human-and-model-in-the-loop procedure. | |
| ANLI is much more difficult than its predecessors including SNLI and MNLI. | |
| It contains three rounds. Each round has train/dev/test splits. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| English | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### plain_text | |
| - **Size of downloaded dataset files:** 18.62 MB | |
| - **Size of the generated dataset:** 77.12 MB | |
| - **Total amount of disk used:** 95.75 MB | |
| An example of 'train_r2' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "hypothesis": "Idris Sultan was born in the first month of the year preceding 1994.", | |
| "label": 0, | |
| "premise": "\"Idris Sultan (born January 1993) is a Tanzanian Actor and comedian, actor and radio host who won the Big Brother Africa-Hotshot...", | |
| "reason": "", | |
| "uid": "ed5c37ab-77c5-4dbc-ba75-8fd617b19712" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### plain_text | |
| - `uid`: a `string` feature. | |
| - `premise`: a `string` feature. | |
| - `hypothesis`: a `string` feature. | |
| - `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2). | |
| - `reason`: a `string` feature. | |
| ### Data Splits | |
| | name |train_r1|dev_r1|train_r2|dev_r2|train_r3|dev_r3|test_r1|test_r2|test_r3| | |
| |----------|-------:|-----:|-------:|-----:|-------:|-----:|------:|------:|------:| | |
| |plain_text| 16946| 1000| 45460| 1000| 100459| 1200| 1000| 1000| 1200| | |
| ## 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 | |
| [cc-4 Attribution-NonCommercial](https://github.com/facebookresearch/anli/blob/main/LICENSE) | |
| ### Citation Information | |
| ``` | |
| @InProceedings{nie2019adversarial, | |
| title={Adversarial NLI: A New Benchmark for Natural Language Understanding}, | |
| author={Nie, Yixin | |
| and Williams, Adina | |
| and Dinan, Emily | |
| and Bansal, Mohit | |
| and Weston, Jason | |
| and Kiela, Douwe}, | |
| booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics", | |
| year = "2020", | |
| publisher = "Association for Computational Linguistics", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@easonnie](https://github.com/easonnie), [@lhoestq](https://github.com/lhoestq), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |