confidence calibration

ADVICE: Answer-Dependent Verbalized Confidence Estimation ACL 2026 BaseCal: Unsupervised Confidence Calibration via Base Model Signals ACL 2026 Calibrating LLM Judges: Linear Probes for Fast and Reliable Uncertainty Estimation ACL 2026 Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models AAAI 2026 Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning EACL 2026 Confidence Should Be Calibrated More Than One Turn Deep ACL 2026 Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints ACL 2026 DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ACL 2026 Enhancing Out-of-Distribution Detection with Extended Logit Normalization CVPR 2026 EpiCaR: Knowing What You Don’t Know Matters for Better Reasoning in LLMs ACL 2026 Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation AAAI 2026 FunFact: Building Probabilistic Functional 3D Scene Graphs via Factor-Graph Reasoning CVPR 2026 Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths AAAI 2026 Intra-Class Probabilistic Embeddings for Uncertainty Estimation in Vision-Language Models WACV 2026 Linking Perception, Confidence and Accuracy in MLLMs CVPR 2026 MindFlayer at SemEval-2026 Task 13:LACR-ENS: Calibration-Aware Ensemble Routing for Cross-Language AI-Generated Code Detection SemEval 2026 Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026 Refine and Align: Confidence Calibration Through Multi-Agent Interaction in VQA AAAI 2026 Taming Object Hallucinations with Verified Atomic Confidence Estimation EACL 2026 The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents ACL 2026 The Confidence Trap: Gender Bias and Predictive Certainty in LLMs AAAI 2026 Too Sure for Our Own Good: A User Study on AI Confidence and Human Reliance AAAI 2026 Towards Calibrating Prompt Tuning of Vision- Language Models CVPR 2026 Unified Confidence Adjustment for Robust Cross-Modal Retrieval under Test-Time Distribution Shifts UAI 2026 VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility Rating SemEval 2026