conftrace_

confidence estimation

167 papers

Explore in graph

Also known as

CE

Co-occurring keywords

large language model (13587) uncertainty quantification (1393) confidence calibration (183) question answering (2963) model calibration (232) uncertainty estimation (648) hallucination detection (530) language model (4599) selective prediction (43) neural machine translation (2310)

Papers

AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task EMNLP 2024
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NIPS 2024
Don't Drop Your Samples! Coherence-Aware Training Benefits Conditional Diffusion CVPR 2024
ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization CVPR 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
Uncertainty in Language Models: Assessment through Rank-Calibration EMNLP 2024
Investigating Confidence Estimation Measures for Speaker Diarization INTERSPEECH 2024
Calibrating Large Language Models Using Their Generations Only ACL 2024
CORES: Convolutional Response-based Score for Out-of-distribution Detection CVPR 2024
Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024
ProcSim: Proxy-Based Confidence for Robust Similarity Learning WACV 2024
Sound Event Bounding Boxes INTERSPEECH 2024
Relying on the Unreliable: The Impact of Language Models’ Reluctance to Express Uncertainty ACL 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024
Selective “Selective Prediction”: Reducing Unnecessary Abstention in Vision-Language Reasoning ACL 2024
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024
Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition INTERSPEECH 2024
Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness ACL 2024
Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models NAACL 2024
Scoring with Confidence? – Exploring High-confidence Scoring for Saving Manual Grading Effort NAACL 2024
Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep AAAI 2024
InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024
A Survey of Confidence Estimation and Calibration in Large Language Models NAACL 2024