infinite-dataset-hub/TextEvidenceDetector

--- license: mit tags: - infinite-dataset-hub - synthetic --- # TextEvidenceDetector tags: detection, textual-analysis, evidence-detection _Note: This is an AI-generated dataset so its content may be inaccurate or false_ **Dataset Description:** The 'TextEvidenceDetector' dataset is a curated collection of paragraphs from various documents, articles, and texts that have been assessed for the presence of evidence supporting a given statement or claim. The dataset is structured to facilitate the task of machine learning models for evidence detection within text. Each row corresponds to a paragraph and includes a binary label indicating whether evidence is present ('Yes' or 'No') and a list of extracted evidence sentences that support the label. **CSV Content Preview:** ``` "paragraph","label","extracted_evidences" "The research on climate change has been overwhelmingly supported by scientists. Data from NASA show a steady rise in global temperatures over the past century.","Yes","Data from NASA show a steady rise in global temperatures over the past century." "Many believe that exercise can lead to a longer life. However, no concrete studies directly link specific exercises to increased longevity.","No","No direct studies link specific exercises to increased longevity." "Renewable energy sources are becoming more prevalent. Solar power usage has increased significantly due to technological advancements.","Yes","Solar power usage has increased significantly due to technological advancements." "There is a common perception that all dogs are aggressive. But studies have shown that this is a misconception.","Yes","Studies have shown that this is a misconception." "Experts argue that a plant-based diet is essential for a healthy lifestyle. Multiple nutritional studies support this claim.","Yes","Multiple nutritional studies support this claim." ``` **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 'paragraph, evidence is there or not, extracted evidences from paragraph': - **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=paragraph,+evidence+is+there+or+not,+extracted+evidences+from+paragraph&dataset=TextEvidenceDetector&tags=detection,+textual-analysis,+evidence-detection - **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub--- 许可证：MIT 标签： - 无限数据集中心（Infinite Dataset Hub） - 合成数据集 --- # 文本证据检测器（TextEvidenceDetector） 标签：检测、文本分析、证据检测 _注意：本数据集由人工智能生成，其内容可能存在不准确或虚假信息_ **数据集说明：** 文本证据检测器（TextEvidenceDetector）数据集是经精选整理的段落集合，其来源涵盖各类文档、文章与文本。所有段落均经过标注评估，以判断是否存在可支撑特定陈述或主张的证据。本数据集的结构设计旨在支持机器学习模型开展文本内证据检测任务。数据集中每一行对应一个段落，包含一个二元标签，用于指示是否存在证据（取值为'Yes'或'No'），以及一组可支撑该标签的提取证据句子列表。 **CSV内容预览：** "段落内容","标签","提取的证据" "有关气候变化的研究已获得科学家们的广泛支持。美国国家航空航天局（NASA）的数据显示，过去一个世纪全球气温呈稳步上升趋势。","Yes","美国国家航空航天局（NASA）的数据显示，过去一个世纪全球气温呈稳步上升趋势。" "许多人认为运动可延长寿命。然而，尚无具体研究证实特定运动与寿命延长存在直接关联。","No","尚无具体研究证实特定运动与寿命延长存在直接关联。" "可再生能源正变得愈发普及。得益于技术进步，太阳能的使用量已大幅增长。","Yes","得益于技术进步，太阳能的使用量已大幅增长。" "人们普遍认为所有狗狗都具有攻击性，但相关研究表明这是一种误解。","Yes","相关研究表明这是一种误解。" "专家认为植物性饮食对健康生活方式至关重要，多项营养学研究支持这一主张。","Yes","多项营养学研究支持这一主张。" **数据集来源：** 本数据集通过无限数据集中心（Infinite Dataset Hub）与微软（Microsoft）的Phi-3-mini-4k-instruct模型生成，生成时使用的查询指令为：「段落、是否存在证据、从段落中提取证据」： - **数据集生成页面：** https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=paragraph,+evidence+is+there+or+not,+extracted+evidences+from+paragraph&dataset=TextEvidenceDetector&tags=detection,+textual-analysis,+evidence-detection - **模型：** https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **更多数据集：** https://huggingface.co/datasets?other=infinite-dataset-hub