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SocialCD-3K

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/socialcd-3k
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We sourced our data by crawling comments from the “Zoufan” blog within the Weibo social platform. Subsequently, a team of qualified psychologists were enlisted to annotate the data. In our study, strict data preprocessing measures were adopted to protect users’ privacy.SocialCD-3K (Cognitive Distortion Classification)Labels and Number of Samples:All-or-nothing thinking: 77Over-generalization: 141Mental filter: 378Disqualifying the positive: 27Mind reading: 121The fortune teller error: 652Magnification: 321Emotional reasoning: 16Should statements: 84Labeling and mislabeling: 1961Blaming oneself: 188Blaming others: 27Data Split:Training set: 2725 samplesTest set: 682 samplesAverage Number of Labels per Sample: 1.71Average Number of Words per Post: 42.56
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