conftrace_

verbalized uncertainty

4 papers

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Co-occurring keywords · papers mentioning both

uncertainty quantification (3) large language model (2) vision-language model (2) probing uncertainty (1) explanation faithfulness (1) factual precision (1) confidence alignment (1) confidence estimation (1) reasoning trace (1) calibration error (1)

Papers

Can You Trust What I Think? Analyzing and Improving Verbalized Uncertainty and Factuality in Reasoning-Based Large Language Models AAAI 2026 Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models EMNLP 2025 Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models NAACL 2024 Quantifying Uncertainty in Natural Language Explanations of Large Language Models AISTATS 2024