selective prediction

On the Evaluation of Neural Selective Prediction Methods for Natural Language Processing ACL 2023 On the Relation between Sensitivity and Accuracy in In-Context Learning EMNLP 2023 Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA ACL 2023 Selective-LAMA: Selective Prediction for Confidence-Aware Evaluation of Language Models EACL 2023 Selective Nonparametric Regression via Testing ACML 2023 Training Private Models That Know What They Don’t Know NeurIPS 2023 What Can we Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers? ICLR 2023 Window-Based Distribution Shift Detection for Deep Neural Networks NeurIPS 2023 A Risk-Averse Mechanism for Suicidality Assessment on Social Media ACL 2022 Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL 2022 Role of Human-AI Interaction in Selective Prediction AAAI 2022 Selective Regression under Fairness Criteria ICML 2022 Towards Improving Selective Prediction Ability of NLP Systems ACL 2022 A DQN-based Approach to Finding Precise Evidences for Fact Verification ACL 2021 Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021 The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021 Selective Question Answering under Domain Shift ACL 2020 Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation MIDL 2020 A Theory of Selective Prediction COLT 2019 On discriminative learning of prediction uncertainty ICML 2019 SelectiveNet: A Deep Neural Network with an Integrated Reject Option ICML 2019 Selective Prediction of Financial Trends with Hidden Markov Models NeurIPS 2011