— Controversy Detection in News Documents

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Database Creation

  • Pre-Processing
  • Corpus Model

Topic Detection

  • LDA
  • Visualization

Emotion Detection

  • Sentiment Polarity Classification
  • Multi-Dimensional Emotion Detection

Database Extension

  • Dataframes
  • Sampling for Manual Annotation
  • Gold Standards

Controversy Detection

  • Corpus Queries
  • Case Study