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태그: Calibration
7건의 항목
2026년 6월 04일
Annotation-Efficient Universal Honesty Alignment for LLMs
Paper
LLM
HonestyAlignment
Calibration
SelfConsistency
AnnotationEfficiency
Training
ICLR2026
Safety
Hallucination
2026년 6월 04일
Do Retrieval Augmented Language Models Know When They Dont Know
RAG
Calibration
Uncertainty
LLM
Self-Knowledge
Refusal
Over-Refusal
Abstention
TrustworthyAI
AAAI2026
2026년 6월 04일
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling
Training
LLM
Reliability
Calibration
KnowledgeBoundary
SelfAwareness
Hallucination
DST
Alignment
2026년 6월 04일
Explicit Abstention Knobs for Predictable Reliability in Video Question Answering
Abstention
VideoQA
SelectivePrediction
Calibration
VLM
Reliability
DistributionShift
Application
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
LACIE - Listener-Aware Finetuning for Confidence Calibration in Large Language Models
LLM
Calibration
Alignment
DPO
Pragmatics
NeurIPS2024
Finetuning
Honesty
2026년 6월 04일
Thinking with Nothinking Calibration - A New In-Context Learning Paradigm in Reasoning Large Language Models
paper
Reasoning
ThinkingMode
ICL
Qwen3
DeepSeekR1
Calibration
ModeConsistency
RLLM