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reliability prediction

2 papers

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Co-occurring keywords · papers mentioning both

epistemic uncertainty (2) confabulation detection (1) justified true belief (1) reliability estimation (1) neural network (1) neural network classifier (1) aleatoric uncertainty (1) uncertainty estimation (1) k-nearest neighbor (1) confidence calibration (1)

Papers

Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models AAAI 2026 Justification-Based Reliability in Machine Learning AAAI 2020