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knowledge boundaries

5 papers

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Co-occurring keywords

knowledge boundary (27) large language model (13587) reinforcement learning (4352) refusal behavior (13) medical language model (17) large reasoning model (76) confidence score (68) infeasibility detection (3) medical ai (60) self reflection (2)

Papers

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025
Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning ACL 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025
Recognizing Limits: Investigating Infeasibility in Large Language Models EMNLP 2025
Alignment for Honesty NIPS 2024