AGENT-X is a zero-shot multi-LLM framework for AI-generated text detection that routes texts to guideline-specific agents and aggregates their calibrated confidences without threshold tuning.
RoBERTa Classifier (Park et al., 2021) A pop- ular and competitive detector method
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AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection
AGENT-X is a zero-shot multi-LLM framework for AI-generated text detection that routes texts to guideline-specific agents and aggregates their calibrated confidences without threshold tuning.