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abstention mechanism

9 papers

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Co-occurring keywords · papers mentioning both

agnostic learning (2) financial trend prediction (1) abstention (1) financial time series (1) trend prediction (1) label efficiency (1) knowledge graph (1) hidden markov model (1) support vector machine (1) ensemble method (1)

Papers

Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation MIDL 2026 Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026 R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs IJCNLP 2025 When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025 RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024 Selective Temporal Knowledge Graph Reasoning COLING 2024 Exponential savings in agnostic active learning through abstention COLT 2021 Agnostic Selective Classification NeurIPS 2011 Selective Prediction of Financial Trends with Hidden Markov Models NeurIPS 2011