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knowledge boundaries

5 papers

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Co-occurring keywords · papers mentioning both

knowledge boundary (3) large language model (3) reinforcement learning (2) refusal behavior (1) medical language model (1) large reasoning model (1) confidence score (1) infeasibility detection (1) medical ai (1) self reflection (1)

Papers

Recognizing Limits: Investigating Infeasibility in Large Language Models EMNLP 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 UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025 Alignment for Honesty NeurIPS 2024