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X-Troll: Leveraging Expert Knowledge for eXplainable Troll Detection

Each folder supports a modular component of the X-Troll framework:

  • generate/
    Contains scripts that run inference over user timelines and generate natural language summaries using rationale-based selection.

  • finetune/
    Includes training scripts to fine-tune LoRA adapters for tasks like appraisal analysis, propaganda strategy detection, and troll classification.

  • evaluate/
    Offers tools to compute coherence, fluency, consistency, and relevance scores for generated explanations, including G-Eval style metrics.