ScholarGate
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Process / pipeline

主观性检测 — 客观文本与主观文本

主观性检测是一项自然语言处理任务,旨在判断句子或文档传达的是客观(中立信息)内容还是主观(个人观点、情感)内容。它以Wiebe及其同事(2005)和Pang和Lee(2004)的观点标注工作为基础,最常作为情感分析之前的初步步骤。

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来源

  1. Wiebe, J., Wilson, T. & Cardie, C. (2005). Annotating Expressions of Opinions and Emotions in Language. Language Resources and Evaluation, 39(2-3), 165-210. DOI: 10.1007/s10579-005-7880-9
  2. Pang, B. & Lee, L. (2004). A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts. Proceedings of ACL. link

如何引用本页

ScholarGate. (2026, June 1). Subjectivity Detection (Subjective vs. Objective Classification). ScholarGate. https://scholargate.app/zh/text-mining/subjectivity-detection

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被引用于

ScholarGateSubjectivity Detection (Subjectivity Detection (Subjective vs. Objective Classification)). 于 2026-06-15 检索自 https://scholargate.app/zh/text-mining/subjectivity-detection · 数据集: https://doi.org/10.5281/zenodo.20539026