conftrace_

selective prediction

43 papers

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Co-occurring keywords

uncertainty quantification (1393) confidence estimation (167) question answering (2963) out-of-distribution detection (617) large language model (13587) visual question answering (1017) selective question answering (6) confidence calibration (183) natural language inference (1287) model calibration (232)

Papers

Training Private Models That Know What They Don’t Know NIPS 2023
Beyond Confidence: Reliable Models Should Also Consider Atypicality NIPS 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
A Risk-Averse Mechanism for Suicidality Assessment on Social Media ACL 2022
Selective Regression under Fairness Criteria ICML 2022
Towards Improving Selective Prediction Ability of NLP Systems 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
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing IJCNLP 2021
A DQN-based Approach to Finding Precise Evidences for Fact Verification ACL 2021
Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation MIDL 2020
Selective Question Answering under Domain Shift ACL 2020
A Theory of Selective Prediction COLT 2019
SelectiveNet: A Deep Neural Network with an Integrated Reject Option ICML 2019
On discriminative learning of prediction uncertainty ICML 2019
Selective Prediction of Financial Trends with Hidden Markov Models NIPS 2011