Calibration

Adaptive Cumulative Mass Calibration with Conformal Prediction UAI 2026 A Perfectly Truthful Calibration Measure COLT 2026 Bandwidth Selection in Kernel Density Estimation for Model Calibration UAI 2026 Bitzkrieg at SemEval-2026 Task 13: Calibration-Aware Dual CodeBERT for Multilingual Machine-Generated Code Detection SemEval 2026 Bridging Domain Expertise and Generalization for Performance Estimation CVPR 2026 Calibration-Aware Online Adaptation under Label Shift UAI 2026 CARE: Confidence-aware Ratio Estimation for Medical Biomarkers MIDL 2026 ChulaNLP at SemEval-2026 Task 5: Regression-Calibrated LLM for Word-Sense Scoring SemEval 2026 Confidence Should Be Calibrated More Than One Turn Deep ACL 2026 Conformal Risk Minimization with Variance Reduction UAI 2026 Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees UAI 2026 Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations ACL 2026 DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ACL 2026 Eigenvalue Calibration for Semantic Embeddings of Large Language Models UAI 2026 Enhancing Out-of-Distribution Detection with Extended Logit Normalization CVPR 2026 Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining CVPR 2026 MindFlayer at SemEval-2026 Task 13:LACR-ENS: Calibration-Aware Ensemble Routing for Cross-Language AI-Generated Code Detection SemEval 2026 MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution Shift SemEval 2026 SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning CVPR 2026 The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents ACL 2026 Three Types of Calibration using Properties and their Semantic and Formal Relationships JMLR 2026 Towards Calibrating Prompt Tuning of Vision- Language Models CVPR 2026 Toward Simultaneously Optimal Regret in U-Calibration COLT 2026 When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score ACL 2026 Analysis of the ABC Classification Backends for NIST SRE24 Interspeech 2025