conftrace_

knowledge boundary

27 papers

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Co-occurring keywords · papers mentioning both

large language model (16) retrieval-augmented generation (6) hallucination detection (5) question answering (5) uncertainty estimation (4) hallucination mitigation (4) confidence calibration (4) confidence estimation (3) knowledge boundaries (3) reinforcement learning (3)

Papers

Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NeurIPS 2024 When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024