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knowledge robustness

3 papers

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Co-occurring keywords · papers mentioning both

large language model (2) factual knowledge (2) knowledge adherence (1) parameter decoupling (1) knowledge selection (1) temporal context (1) robustness optimization (1) knowledge frequency (1) tailored tuning (1) temporal representation (1)

Papers

ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ACL 2025 Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025 Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025