conftrace_

temperature scaling

67 papers

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Also known as

TS

Co-occurring keywords

model calibration (232) uncertainty quantification (1393) knowledge distillation (3725) expected calibration error (46) uncertainty estimation (648) language model (4599) label smoothing (108) confidence calibration (183) calibration error (61) neural network (6616)

Papers

Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language Detection EACL 2026
LLM-Oriented Token-Adaptive Knowledge Distillation AAAI 2026
Model Calibration for Emotion Detection EMNLP 2025
LLM Jailbreak Detection for (Almost) Free! EMNLP 2025
Beyond Averages: Learning with Annotator Disagreement in STS EMNLP 2025
T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning CVPR 2025
From Confidence to Collapse in LLM Factual Robustness EMNLP 2025
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025
Confidence Calibration in Large Language Model-Based Entity Matching EMNLP 2025
Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates EMNLP 2025
Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy AAAI 2025
CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning ICCV 2025
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers ICCV 2025
Extending Temperature Scaling with Homogenizing Maps JMLR 2025
Temperature in Cosine-based Softmax Loss ICCV 2025
Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ACL 2025
ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution Detection Methods WACV 2024
Logit Standardization in Knowledge Distillation CVPR 2024
Program-Aided Reasoners (Better) Know What They Know NAACL 2024
Selective Attention: Enhancing Transformer through Principled Context Control NIPS 2024
Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration AAAI 2024
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024
CCTR: Calibrating Trajectory Prediction for Uncertainty-Aware Motion Planning in Autonomous Driving AAAI 2024
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation NAACL 2024