albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
4fdf0ce
| paperswithcode_id: matinf | |
| pretty_name: Maternal and Infant Dataset | |
| dataset_info: | |
| - config_name: age_classification | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: description | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': 0-1岁 | |
| '1': 1-2岁 | |
| '2': 2-3岁 | |
| - name: id | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 33901977 | |
| num_examples: 134852 | |
| - name: test | |
| num_bytes: 9616194 | |
| num_examples: 38318 | |
| - name: validation | |
| num_bytes: 4869685 | |
| num_examples: 19323 | |
| download_size: 0 | |
| dataset_size: 48387856 | |
| - config_name: topic_classification | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: description | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': 产褥期保健 | |
| '1': 儿童过敏 | |
| '2': 动作发育 | |
| '3': 婴幼保健 | |
| '4': 婴幼心理 | |
| '5': 婴幼早教 | |
| '6': 婴幼期喂养 | |
| '7': 婴幼营养 | |
| '8': 孕期保健 | |
| '9': 家庭教育 | |
| '10': 幼儿园 | |
| '11': 未准父母 | |
| '12': 流产和不孕 | |
| '13': 疫苗接种 | |
| '14': 皮肤护理 | |
| '15': 宝宝上火 | |
| '16': 腹泻 | |
| '17': 婴幼常见病 | |
| - name: id | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 153326538 | |
| num_examples: 613036 | |
| - name: test | |
| num_bytes: 43877443 | |
| num_examples: 175363 | |
| - name: validation | |
| num_bytes: 21834951 | |
| num_examples: 87519 | |
| download_size: 0 | |
| dataset_size: 219038932 | |
| - config_name: summarization | |
| features: | |
| - name: description | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: id | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 181245403 | |
| num_examples: 747888 | |
| - name: test | |
| num_bytes: 51784189 | |
| num_examples: 213681 | |
| - name: validation | |
| num_bytes: 25849900 | |
| num_examples: 106842 | |
| download_size: 0 | |
| dataset_size: 258879492 | |
| - config_name: qa | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: id | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 188047511 | |
| num_examples: 747888 | |
| - name: test | |
| num_bytes: 53708532 | |
| num_examples: 213681 | |
| - name: validation | |
| num_bytes: 26931809 | |
| num_examples: 106842 | |
| download_size: 0 | |
| dataset_size: 268687852 | |
| # Dataset Card for "matinf" | |
| ## 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/WHUIR/MATINF](https://github.com/WHUIR/MATINF) | |
| - **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:** 0.00 MB | |
| - **Size of the generated dataset:** 795.00 MB | |
| - **Total amount of disk used:** 795.00 MB | |
| ### Dataset Summary | |
| MATINF is the first jointly labeled large-scale dataset for classification, question answering and summarization. | |
| MATINF contains 1.07 million question-answer pairs with human-labeled categories and user-generated question | |
| descriptions. Based on such rich information, MATINF is applicable for three major NLP tasks, including classification, | |
| question answering, and summarization. We benchmark existing methods and a novel multi-task baseline over MATINF to | |
| inspire further research. Our comprehensive comparison and experiments over MATINF and other datasets demonstrate the | |
| merits held by MATINF. | |
| ### 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 | |
| #### age_classification | |
| - **Size of downloaded dataset files:** 0.00 MB | |
| - **Size of the generated dataset:** 48.39 MB | |
| - **Total amount of disk used:** 48.39 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "description": "\"6个月的时候去儿宝检查，医生说宝宝的分胯动作做的不好，说最好去儿童医院看看，但我家宝宝很好，感觉没有什么不正常啊，请教一下，分胯做的不好，有什么不好吗？\"...", | |
| "id": 88016, | |
| "label": 0, | |
| "question": "医生说宝宝的分胯动作不好" | |
| } | |
| ``` | |
| #### qa | |
| - **Size of downloaded dataset files:** 0.00 MB | |
| - **Size of the generated dataset:** 268.69 MB | |
| - **Total amount of disk used:** 268.69 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "answer": "\"我一个同学的孩子就是发现了肾积水，治疗了一段时间，结果还是越来越多，没办法就打掉了。虽然舍不得，但是还是要忍痛割爱，不然以后孩子真的有问题，大人和孩子都受罪。不过，这个最后的决定还要你自己做，毕竟是你的宝宝。，、、、、\"...", | |
| "id": 536714, | |
| "question": "孕5个月检查右侧肾积水孩子能要吗？" | |
| } | |
| ``` | |
| #### summarization | |
| - **Size of downloaded dataset files:** 0.00 MB | |
| - **Size of the generated dataset:** 258.88 MB | |
| - **Total amount of disk used:** 258.88 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "description": "\"宝宝有中度HIE，但原因未查明，这是他出生后脸上红的几道，嘴唇深红近紫，请问这是像缺氧的表现吗？\"...", | |
| "id": 173649, | |
| "question": "宝宝脸上红的几道嘴唇深红近紫是像缺氧的表现吗？" | |
| } | |
| ``` | |
| #### topic_classification | |
| - **Size of downloaded dataset files:** 0.00 MB | |
| - **Size of the generated dataset:** 219.04 MB | |
| - **Total amount of disk used:** 219.04 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "description": "媳妇怀孕五个月了经检查右侧肾积水、过了半月左侧也出现肾积水、她要拿掉孩子、怎么办？", | |
| "id": 536714, | |
| "label": 8, | |
| "question": "孕5个月检查右侧肾积水孩子能要吗？" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### age_classification | |
| - `question`: a `string` feature. | |
| - `description`: a `string` feature. | |
| - `label`: a classification label, with possible values including `0-1岁` (0), `1-2岁` (1), `2-3岁` (2). | |
| - `id`: a `int32` feature. | |
| #### qa | |
| - `question`: a `string` feature. | |
| - `answer`: a `string` feature. | |
| - `id`: a `int32` feature. | |
| #### summarization | |
| - `description`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `id`: a `int32` feature. | |
| #### topic_classification | |
| - `question`: a `string` feature. | |
| - `description`: a `string` feature. | |
| - `label`: a classification label, with possible values including `产褥期保健` (0), `儿童过敏` (1), `动作发育` (2), `婴幼保健` (3), `婴幼心理` (4). | |
| - `id`: a `int32` feature. | |
| ### Data Splits | |
| | name |train |validation| test | | |
| |--------------------|-----:|---------:|-----:| | |
| |age_classification |134852| 19323| 38318| | |
| |qa |747888| 106842|213681| | |
| |summarization |747888| 106842|213681| | |
| |topic_classification|613036| 87519|175363| | |
| ## 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 | |
| ``` | |
| @inproceedings{xu-etal-2020-matinf, | |
| title = "{MATINF}: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization", | |
| author = "Xu, Canwen and | |
| Pei, Jiaxin and | |
| Wu, Hongtao and | |
| Liu, Yiyu and | |
| Li, Chenliang", | |
| booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics", | |
| month = jul, | |
| year = "2020", | |
| address = "Online", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://www.aclweb.org/anthology/2020.acl-main.330", | |
| pages = "3586--3596", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@JetRunner](https://github.com/JetRunner) for adding this dataset. |