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태그: Hallucination
5건의 항목
2026년 6월 04일
Annotation-Efficient Universal Honesty Alignment for LLMs
Paper
LLM
HonestyAlignment
Calibration
SelfConsistency
AnnotationEfficiency
Training
ICLR2026
Safety
Hallucination
2026년 6월 04일
Can LLMs Lie - Investigation beyond Hallucination
LLM
Deception
Hallucination
Safety
Interpretability
Steering
Alignment
Theory
2026년 6월 04일
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling
Training
LLM
Reliability
Calibration
KnowledgeBoundary
SelfAwareness
Hallucination
DST
Alignment
2026년 6월 04일
Know Your Limits - A Survey of Abstention in Large Language Models
Survey
LLM
Abstention
SelectivePrediction
Uncertainty
Calibration
Safety
Alignment
RLHF
Hallucination
2026년 6월 04일
Knowing What LLMs DO NOT Know - A Simple Yet Effective Self-Detection Method
LLM
Hallucination
SelfDetection
Uncertainty
Metacognition
NAACL2024
SelfKnowledge
Theory