confidence estimation

Uncertainty-Aware Scene Understanding via Efficient Sampling-Free Confidence Estimation CoRL 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Unlocking the Potential of Model Calibration in Federated Learning ICLR 2025 AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task EMNLP 2024 A Survey of Confidence Estimation and Calibration in Large Language Models NAACL 2024 Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024 Calibrating Large Language Models Using Their Generations Only ACL 2024 Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics EACL 2024 Confidence Estimation for Automatic Detection of Depression and Alzheimer’s Disease Based on Clinical Interviews Interspeech 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024 CORES: Convolutional Response-based Score for Out-of-distribution Detection CVPR 2024 Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT COLING 2024 Don't Drop Your Samples! Coherence-Aware Training Benefits Conditional Diffusion CVPR 2024 Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration EMNLP 2024 Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition Interspeech 2024 Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024 HIT-MI&T Lab at SemEval-2024 Task 6: DeBERTa-based Entailment Model is a Reliable Hallucination Detector SemEval 2024 How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? EACL 2024 HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task SemEval 2024 ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization CVPR 2024 IINet: Implicit Intra-inter Information Fusion for Real-Time Stereo Matching AAAI 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 Investigating Confidence Estimation Measures for Speaker Diarization Interspeech 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024