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temperature scaling

91 papers

TS

Papers

Adaptive Cumulative Mass Calibration with Conformal Prediction UAI 2026 Bridging Domain Expertise and Generalization for Performance Estimation CVPR 2026 Eigenvalue Calibration for Semantic Embeddings of Large Language Models UAI 2026 LLM-Oriented Token-Adaptive Knowledge Distillation AAAI 2026 MindFlayer at SemEval-2026 Task 13:LACR-ENS: Calibration-Aware Ensemble Routing for Cross-Language AI-Generated Code Detection SemEval 2026 Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language Detection EACL 2026 transformer_1376 at SemEval-2026 Task 9: A Multi-Stage Pipeline with Calibrated Ensembles and Lexical Post-Processing for Online Polarization Detection in Bengali SemEval 2026 YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning SemEval 2026 Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates EMNLP 2025 A Probabilistic Perspective on Unlearning and Alignment for Large Language Models ICLR 2025 Beyond Averages: Learning with Annotator Disagreement in STS EMNLP 2025 CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning ICCV 2025 Confidence Calibration in Large Language Model-Based Entity Matching EMNLP 2025 Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies ICLR 2025 Extending Temperature Scaling with Homogenizing Maps JMLR 2025 From Confidence to Collapse in LLM Factual Robustness EMNLP 2025 GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks ICLR 2025 LLM Jailbreak Detection for (Almost) Free! EMNLP 2025 Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025 Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Interspeech 2025 Model Calibration for Emotion Detection EMNLP 2025 On Calibration of LLM-based Guard Models for Reliable Content Moderation ICLR 2025 On Temperature Scaling and Conformal Prediction of Deep Classifiers ICML 2025 Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers ICCV 2025 Sparse Activations as Conformal Predictors AISTATS 2025