Modification Relations Based Emotional Keywords Annotation Using Conditional Random Fields

Modification Relations Based Emotional Keywords Annotation Using Conditional Random Fields
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DOI：
10.1109/icinis.2011.29
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发表时间：
2011-11
期刊：
2011 4th International Conference on Intelligent Networks and Intelligent Systems
影响因子：
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通讯作者：
Yunong Wu;K. Kita;F. Ren;Kazuyuki Matsumoto;Xin Kang
Yunong Wu;K. Kita;F. Ren;Kazuyuki Matsumoto;Xin Kang
中科院分区：
其他
文献类型：
--
作者：
Yunong Wu;K. Kita;F. Ren;Kazuyuki Matsumoto;Xin Kang

文献摘要

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在这项研究中，我们证明了修改功能的有效性，情感关键字标注的中文句子中提取的中文情感语料库。八个基本的词的情感类别已被选定和条件随机场在八个实验中使用不同的功能集。我们的研究结果表明，修改功能的情感关键词标注的贡献。
In this study, we demonstrate the effectiveness of modification features for emotional keywords annotation on Chinese sentences extracted from a Chinese emotion corpus. Eight basic word emotion categories have been selected and Conditional Random Fields is employed in eight experiments with different sets of features. Our result shows that modification features make the contribution to emotional keywords annotation.