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Xu Xiaoying 许许许 School of Chinese Language & Culture, Beijing Normal University Tao Jianhua 许许许 NLPR, Institute of Automation, Chinese Academy of Sciences Li Ya 许许 NLPR, Institute of Automation, Chinese Academy of Sciences

On Constructing a Chinese Task-oriental Subjectivity Lexicon

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On Constructing a Chinese Task-oriental Subjectivity Lexicon. Xu Xiaoying 许小颖 School of Chinese Language & Culture, Beijing Normal University Tao Jianhua 陶建华 NLPR, Institute of Automation, Chinese Academy of Sciences Li Ya 李雅 NLPR, Institute of Automation, Chinese Academy of Sciences. - PowerPoint PPT Presentation

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Page 1: On Constructing a Chinese Task-oriental Subjectivity Lexicon

Xu Xiaoying 许小颖 School of Chinese Language & Culture, Beijing Normal University

Tao Jianhua 陶建华 NLPR, Institute of Automation, Chinese Academy of Sciences

Li Ya 李雅 NLPR, Institute of Automation, Chinese Academy of Sciences

Page 2: On Constructing a Chinese Task-oriental Subjectivity Lexicon

工作的总结和基础性问题的讨论

Page 3: On Constructing a Chinese Task-oriental Subjectivity Lexicon

汉语情感系统中情感划分的研究 (2003)

Categorizing Emotional Vocabularies in Chinese Natural Language Communication(2008)

Page 4: On Constructing a Chinese Task-oriental Subjectivity Lexicon

Categorizing Terms’ Subjectivity and Polarity Manually for Opinion Mining in Chinese. (2009)

Automatic Parsing of the Metaphor Polarity for Opinion Mining. (2012)

Page 5: On Constructing a Chinese Task-oriental Subjectivity Lexicon

裁判员示意队员离开球场。 裁判员威胁队员离开球场。

旧社会地主雇佣长工。 旧社会地主剥削长工。

Page 6: On Constructing a Chinese Task-oriental Subjectivity Lexicon

Human’s emotion is sophisticated.

Picard (1997) notes that phenomena vary in duration, ranging from short-lived feelings, through emotions, to moods, and ultimately to long-lived, slowly-changing personality characteristics.

Page 7: On Constructing a Chinese Task-oriental Subjectivity Lexicon

极性 ---- 精细 (fine-grained) 的情感态度

“anger 愤怒” ----“strongly negative”

“happy 喜悦” ----“strongly positive”

“excited 激动” ---- “strongly positive” or “strongly negative”

Page 8: On Constructing a Chinese Task-oriental Subjectivity Lexicon

同意 赞成 喝彩 欢呼

悲剧 惨剧 障碍 怨声载道 抗议

旧社会 地主

我能说脏话吗? 你妈叫你回家吃饭。

Page 9: On Constructing a Chinese Task-oriental Subjectivity Lexicon

愤怒 喜悦 激动

经得住(考验)

柔弱

我能说脏话吗? 你妈叫你回家吃饭。

Page 10: On Constructing a Chinese Task-oriental Subjectivity Lexicon

对话系统 ( 态度判断 / 语音表现力 )

情感表情

Page 11: On Constructing a Chinese Task-oriental Subjectivity Lexicon

3.1 典型分离模型

情感分类层次

基本情感 情感小类 情感词

Page 12: On Constructing a Chinese Task-oriental Subjectivity Lexicon
Page 13: On Constructing a Chinese Task-oriental Subjectivity Lexicon
Page 14: On Constructing a Chinese Task-oriental Subjectivity Lexicon

孤立的情感词

情感短语和情感句型: 整一个…… 我可以说脏话吗?

情感的语篇模型 语篇基调 情感发展 情感表现调节

Page 15: On Constructing a Chinese Task-oriental Subjectivity Lexicon

5.1 自动的标注方法

基于已有的词典和词汇语义关系的自动标注方法

褒贬义词典

同义词词典

语义相似性

Page 16: On Constructing a Chinese Task-oriental Subjectivity Lexicon

喻体极性的自动标注

Page 17: On Constructing a Chinese Task-oriental Subjectivity Lexicon
Page 18: On Constructing a Chinese Task-oriental Subjectivity Lexicon
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