Update files from the datasets library (from 1.3.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

README.md

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+---
+---
+
+# Dataset Card for "matinf"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits Sample Size](#data-splits-sample-size)
+- [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](#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:** 758.17 MB
+- **Total amount of disk used:** 758.17 MB
+
+### [Dataset Summary](#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](#supported-tasks)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Languages](#languages)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Dataset Structure](#dataset-structure)
+
+We show detailed information for up to 5 configurations of the dataset.
+
+### [Data Instances](#data-instances)
+
+#### age_classification
+
+- **Size of downloaded dataset files:** 0.00 MB
+- **Size of the generated dataset:** 46.15 MB
+- **Total amount of disk used:** 46.15 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:** 256.24 MB
+- **Total amount of disk used:** 256.24 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:** 246.89 MB
+- **Total amount of disk used:** 246.89 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:** 208.89 MB
+- **Total amount of disk used:** 208.89 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](#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 Sample Size](#data-splits-sample-size)
+
+|        name        |train |validation| test |
+|--------------------|-----:|---------:|-----:|
+|age_classification  |134852|     19323| 38318|
+|qa                  |747888|    106842|213681|
+|summarization       |747888|    106842|213681|
+|topic_classification|613036|     87519|175363|
+
+## [Dataset Creation](#dataset-creation)
+
+### [Curation Rationale](#curation-rationale)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Source Data](#source-data)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Annotations](#annotations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Personal and Sensitive Information](#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](#considerations-for-using-the-data)
+
+### [Social Impact of Dataset](#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](#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](#other-known-limitations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Additional Information](#additional-information)
+
+### [Dataset Curators](#dataset-curators)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Licensing Information](#licensing-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Citation Information](#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.