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Juhyeon's Blog

태그: hallucination

5건의 항목

  • 2026년 6월 04일

    Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations

    • paper
    • LLM
    • hallucination
    • calibration
    • representation-engineering
    • verbal-uncertainty
    • inference-time-intervention
    • linear-feature
    • theory
  • 2026년 6월 04일

    Concept Incongruence - An Exploration of Time and Death in Role Playing

    • paper
    • LLM
    • role-play
    • concept-incongruence
    • temporal-reasoning
    • probing
    • hallucination
    • specification
    • Self-Preservation
  • 2026년 6월 04일

    Thinking Faithful and Stable - Mitigating Hallucinations in LLMs via Internal Consistency

    • LLM
    • hallucination
    • faithfulness
    • self-consistency
    • calibration
    • RLHF
    • reasoning
    • uncertainty
    • theory
    • arxiv-2511-15921
  • 2026년 6월 04일

    TruthfulQA - Measuring How Models Mimic Human Falsehoods

    • paper
    • benchmark
    • truthfulness
    • hallucination
    • TruthfulQA
    • safety
    • ACL
  • 2026년 6월 04일

    Uncertainty-Based Abstention in LLMs Improves Safety

    • paper
    • LLM
    • uncertainty
    • abstention
    • safety
    • hallucination
    • calibration
    • selective-prediction
    • trustworthy-AI
    • metacognition
    • training

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