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selective question answering

6 papers

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large language model (3) selective prediction (3) question answering (3) confidence estimation (2) confidence calibration (2) calibration set (1) expert agreement (1) selective answering (1) truth direction (1) answer verification (1)

Papers

COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees AAAI 2026 Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025 Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks ACL 2025 Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023 Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021 Selective Question Answering under Domain Shift ACL 2020