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ABBE Corpus

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arXiv2022-02-16 更新2024-06-21 收录
下载链接:
https://doi.org/10.34703/gzx1-9v95/WLHYTR
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资源简介:
ABBE Corpus(动画生物情感语料库)是由佛罗里达国际大学计算与信息科学学院创建的一个新双注释文本语料库,专注于捕捉文本中动画生物的情感体验。该数据集包含30个章节,总计134,513字,来源于英语小说语料库,涵盖了2,010个独特的情感表达和2,227个动画生物。情感表达根据Plutchik的8类情感模型分类,注释者间的一致性达到0.83 Cohen's Kappa,表明注释质量极高。数据集的创建过程详细描述了注释方案和程序,旨在为开发特定类型的表达情感建模或理解系统提供支持。该数据集适用于情感检测和文本理解领域的研究,特别是关注情感体验者的识别和情感表达的分析。

ABBE Corpus (Animated Beings Emotional Corpus) is a newly dual-annotated text corpus developed by the College of Computing and Information Sciences, Florida International University, focusing on capturing the emotional experiences of animated beings in text. This corpus consists of 30 chapters with a total of 134,513 words, sourced from an English novel corpus, and covers 2,010 unique emotional expressions and 2,227 animated beings. Emotional expressions are categorized according to Plutchik's 8-category emotional model, with an inter-annotator agreement score of 0.83 Cohen's Kappa, demonstrating extremely high annotation quality. The corpus creation process elaborates on the annotation scheme and procedures, with the goal of supporting the development of targeted emotional expression modeling or understanding systems. This corpus is suitable for research in the fields of emotion detection and text understanding, particularly studies focusing on the identification of emotional experiencers and the analysis of emotional expressions.
提供机构:
佛罗里达国际大学计算与信息科学学院
创建时间:
2022-01-26
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