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Norms of Valence and Arousal for 2,076 Chinese 4-Character Words
Liu, Pingping1,2,3; Li, Minglei1; Lu, Qin1; Han, Buxin2,3
第一作者Liu, Pingping
2018
会议名称15th International Conference of the Pacific Associationfor Computational Linguistics, PACLING 2017
通讯作者邮箱liupp@psych.ac.cn
会议录名称Communications in Computer and Information Science
卷号781
页码88-98
会议日期August 16, 2017 - August 18, 2017
会议地点Yangon,
会议举办国Myanmar
出版者Springer Verlag
产权排序2
摘要This study describes an annotated dataset through psycho-linguistic annotations in controlled environment on valence and arousal for a large lexicon of 2,076 Chinese 4-character words. The purpose for the annotation is to provide affect-linked knowledge to text which can be used in affective computing using NLP techniques. Analysis to the annotated data indicates that valence and arousal fit the classical U-shaped distribution. Most importantly, the annotated results indicate that the same 2-character word that appears in different 4-character words can indeed show distinct affective meanings which implies that the affective meaning of 4-character words may not be compositional to its component words. The study on this annotated list of 4-character words not only has significance at the intersection of cognitive neuroscience and social psychology, but also has great value as a resource for affective analysis in NLP applications. © 2018, Springer Nature Singapore Pte Ltd.
学科领域Computational Linguistics
DOI10.1007/978-981-10-8438-6_8
ISBN号1865-0929
收录类别EI
语种英语
EI主题词Data mining - Natural language processing systems
引用统计
文献类型会议论文
条目标识符http://ir.psych.ac.cn/handle/311026/27740
专题健康与遗传心理学研究室
通讯作者Liu, Pingping
作者单位1.Department of Computing, The Hong Kong Polytechnic University, 999077, Hong Kong;
2.CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing; 100101, China;
3.Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Liu, Pingping,Li, Minglei,Lu, Qin,et al. Norms of Valence and Arousal for 2,076 Chinese 4-Character Words[C]:Springer Verlag,2018:88-98.
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