关于意见含义的研究
An Account of Opinion Implicatures
摘要:
虽然以前的情感分析研究集中在明确陈述的意见和态度的解释,这项工作启动了一种类型的意见含义的计算研究(即,在文本中的观点导向推理)。本文描述了一个基于规则的观点含义表示和分析框架,希望能有助于主观语言的自动理解。在理解含义的过程中,系统识别出对句子中各种事件和实体的隐含情感(和信念),这些情感和信念通常归因于不同的来源(持有者)和混合的极性;因此,它产生了比意见分析中典型的更丰富的解释。
英文摘要:
While previous sentiment analysis research has concentrated on the interpretation of explicitly stated opinions and attitudes, this work initiates the computational study of a type of opinion implicature (i.e., opinion-oriented inference) in text. This paper described a rule-based framework for representing and analyzing opinion implicatures which we hope will contribute to deeper automatic interpretation of subjective language. In the course of understanding implicatures, the system recognizes implicit sentiments (and beliefs) toward various events and entities in the sentence, often attributed to different sources (holders) and of mixed polarities; thus, it produces a richer interpretation than is typical in opinion analysis.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。