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internal knowledge

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large language model (3) retrieval-augmented generation (2) pre-trained model (2) probe training (1) time-sensitive question (1) domain-specific question answering (1) internal consistency (1) knowledge mechanism (1) imperfect retrieval (1) attention analysis (1)

Papers

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025 Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models ACL 2025 NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025 Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025 Set the Clock: Temporal Alignment of Pretrained Language Models ACL 2024