ScholarGate
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Process / pipeline

宣传检测 — 宣传与操纵检测

宣传检测是一项自然语言处理任务,可自动识别和标记文本中的说服与操纵技巧 — 例如煽动性语言、过度简化方案、从众效应呼吁和闪光通用语。它建立在 Da San Martino 等人 (2019) 引入的细粒度宣传分析基础上,将修辞操纵转化为结构化的、技术层面的标签。

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Method map

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来源

  1. Da San Martino, G. et al. (2019). Fine-Grained Analysis of Propaganda in News Articles. EMNLP. DOI: 10.18653/v1/D19-1565
  2. Rashkin, H. et al. (2017). Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking. EMNLP. DOI: 10.18653/v1/D17-1317

如何引用本页

ScholarGate. (2026, June 1). Propaganda and Manipulation Detection. ScholarGate. https://scholargate.app/zh/text-mining/propaganda-detection

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

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ScholarGatePropaganda Detection (Propaganda and Manipulation Detection). 于 2026-06-15 检索自 https://scholargate.app/zh/text-mining/propaganda-detection · 数据集: https://doi.org/10.5281/zenodo.20539026