Self-Aware Knowledge Probing: Evaluating Language Models' Relational Knowledge through Confidence Calibration

arXiv:2601.18901 · cs.CL · Submitted 2026-01-26 · Read on arXiv

cs.CL

Submitted: 2026-01-26

Updated: 2026-10-08

Terminology

• Calibration — 3× in this paper · explained in 7 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Grounding — 1× in this paper · explained in 3 episodes

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