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Zhen Lin

Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey

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Mar 20, 2025
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MCQA-Eval: Efficient Confidence Evaluation in NLG with Gold-Standard Correctness Labels

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Feb 20, 2025
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Certifiably Byzantine-Robust Federated Conformal Prediction

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Jun 04, 2024
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Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation

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Jun 03, 2024
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Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data

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Jun 01, 2024
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Conformal Drug Property Prediction with Density Estimation under Covariate Shift

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Oct 18, 2023
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Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

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May 30, 2023
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Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control

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Feb 02, 2023
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Conformal Prediction Intervals with Temporal Dependence

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May 26, 2022
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Conformal Prediction with Temporal Quantile Adjustments

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May 23, 2022
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