conftrace_

confidence estimation

167 papers

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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

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration AAAI 2023
Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ACL 2023
Making Pre-trained Language Models both Task-solvers and Self-calibrators ACL 2023
When to Read Documents or QA History: On Unified and Selective Open-domain QA ACL 2023
Selectively Answering Ambiguous Questions EMNLP 2023
Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023
Confidence-based Ensembling of Perspective-aware Models EMNLP 2023
Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection CVPR 2023
A Close Look into the Calibration of Pre-trained Language Models ACL 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
On the Evaluation of Neural Selective Prediction Methods for Natural Language Processing ACL 2023
OpenMix: Exploring Outlier Samples for Misclassification Detection CVPR 2023
DKM: Dense Kernelized Feature Matching for Geometry Estimation CVPR 2023
Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023
Modeling Aleatoric Uncertainty for Camouflaged Object Detection WACV 2022
Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation COLING 2022
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022
Confidence-based Reliable Learning under Dual Noises NIPS 2022
Early Stopping Based on Unlabeled Samples in Text Classification ACL 2022
Calibration of Machine Reading Systems at Scale ACL 2022
A geometric method for improved uncertainty estimation in real-time UAI 2022
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022
Towards Improving Selective Prediction Ability of NLP Systems ACL 2022
Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination NIPS 2022
Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022