infinite-dataset-hub/SciLiteracyTools

--- license: mit tags: - infinite-dataset-hub - synthetic --- # SciLiteracyTools tags: language modeling, science literacy, text classification _Note: This is an AI-generated dataset so its content may be inaccurate or false_ **Dataset Description:** The 'SciLiteracyTools' dataset is designed to assist machine learning practitioners in developing models for improving science literacy through text classification. It contains articles, blog posts, and forum threads that have been classified into different literacy levels and scientific content categories. Each row represents a text entry with its associated labels, making it a multi-label dataset for language modeling purposes. The dataset aims to help researchers and developers create tools that can assess the reading level of science-related texts and tailor content to the appropriate audience. **CSV Content Preview:** ``` title,content,label "Introduction to Quantum Mechanics","Quantum mechanics is a fundamental theory in physics that describes nature at the smallest scales of energy levels of atoms and subatomic particles.",["High Literacy","Science"] "Gardening Basics","Starting a garden can be a rewarding experience. This guide covers choosing the right soil, planting seeds, and basic care tips for beginners.",["Medium Literacy","Hobby"] "Climate Change and Its Impact","The global climate crisis is escalating, affecting weather patterns, sea levels, and biodiversity. It's crucial for communities to adapt and mitigate its effects.",["High Literacy","Science"] "Meditation for Beginners","Meditation is a practice that has been used for thousands of years to promote mental and emotional well-being. This article provides simple techniques for beginners.",["Low Literacy","Mental Health"] "The Basics of Personal Finance","Managing your finances effectively can lead to a more secure and stress-free life. Learn about budgeting, saving, and investing in this comprehensive guide.",["Medium Literacy","Personal Development"] ``` **Source of the data:** The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '': - **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=SciLiteracyTools&tags=language+modeling,+science+literacy,+text+classification - **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub--- 许可证：MIT协议 标签： - infinite-dataset-hub（无限数据集中心） - synthetic（合成数据集） --- # SciLiteracyTools 标签：语言建模、科学素养、文本分类 _注：本数据集为人工智能生成，其内容可能存在不准确或虚假信息_ **数据集说明：** 本`SciLiteracyTools`数据集旨在助力机器学习从业者开发基于文本分类的科学素养提升模型。数据集收录了经分类的文章、博客帖子与论坛帖子，涵盖不同素养等级与科学内容类别。每条数据对应一条文本条目及其关联标签，属于适用于语言建模任务的多标签数据集。本数据集旨在帮助研究人员与开发者构建可评估科学相关文本阅读难度，并能根据目标受众调整内容的工具。 **CSV内容预览：** 标题,内容,标签 "量子力学导论","量子力学是物理学中的基础理论，用于描述原子与亚原子粒子等微观能量尺度下的自然现象。",["高素养等级","科学"] "园艺入门","开展园艺活动是一项颇具成就感的体验。本指南涵盖了适宜土壤选择、种子播种以及新手基础养护技巧等内容。",["中素养等级","业余爱好"] "气候变化及其影响","全球气候危机愈演愈烈，正影响着天气模式、海平面与生物多样性。社区适应并减缓其影响至关重要。",["高素养等级","科学"] "新手冥想指南","冥想是一项已有数千年历史的实践，可促进心理与情绪健康。本文为新手提供了简单的冥想技巧。",["低素养等级","心理健康"] "个人理财基础","有效管理个人财务可带来更安心、无忧的生活。本综合指南将介绍预算编制、储蓄与投资相关知识。",["中素养等级","个人发展"] **数据集来源：** 本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)与微软（Microsoft）Phi-3-mini-4k-instruct模型生成，生成查询为空： - **数据集生成页面**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=SciLiteracyTools&tags=language+modeling,+science+literacy,+text+classification - **模型**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **更多数据集**: https://huggingface.co/datasets?other=infinite-dataset-hub