conftrace_

verbalized uncertainty

4 papers

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Co-occurring keywords

uncertainty quantification (1393) large language model (13587) vision-language model (2348) probing uncertainty (1) explanation faithfulness (18) factual precision (6) confidence alignment (1) confidence estimation (167) reasoning trace (43) calibration error (61)

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
Quantifying Uncertainty in Natural Language Explanations of Large Language Models AISTATS 2024
Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models NAACL 2024