conftrace_

uncertainty estimation

648 papers

Explore in graph

Also known as

UE

Co-occurring keywords

uncertainty quantification (1393) out-of-distribution detection (617) large language model (13587) bayesian inference (1907) active learning (1301) neural network (6616) semantic segmentation (3186) variational inference (2069) semi-supervised learning (2341) domain adaptation (4595)

Papers

keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection ACL 2025
Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025
Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy AAAI 2025
Uncertainty Propagation on LLM Agent ACL 2025
Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment AAAI 2025
Feature Clipping for Uncertainty Calibration AAAI 2025
Causal Understanding by LLMs: The Role of Uncertainty EMNLP 2025
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection COLING 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025
FLUE: Streamlined Uncertainty Estimation for Large Language Models AAAI 2025
REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025
HybridReg: Robust 3D Point Cloud Registration with Hybrid Motions AAAI 2025
Things Machine Learning Models Know That They Don’t Know AAAI 2025
WildGS-SLAM: Monocular Gaussian Splatting SLAM in Dynamic Environments CVPR 2025
Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty-Aware Biomedical LLM Approach EMNLP 2025
Can LLMs Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning ACL 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs EMNLP 2025
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning AAAI 2025
Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training AAAI 2025
Uni-SLAM: Uncertainty-Aware Neural Implicit SLAM for Real-Time Dense Indoor Scene Reconstruction WACV 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025
Reconsidering LLM Uncertainty Estimation Methods in the Wild ACL 2025