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knowledge updating

34 papers

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Co-occurring keywords · papers mentioning both

large language model (23) knowledge editing (14) model editing (13) question answering (8) language model (6) temporal knowledge (5) knowledge update (4) continual learning (4) parameter-efficient fine-tuning (3) parametric knowledge (2)

Papers

Can We Edit LLMs for Long-Tail Biomedical Knowledge? EMNLP 2025 Continual Learning of Large Language Models EMNLP 2025 DocMEdit: Towards Document-Level Model Editing ACL 2025 DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025 Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025 Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models EMNLP 2025 HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025 Knowledge Editing through Chain-of-Thought EMNLP 2025 MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025 Memorization vs. Reasoning: Updating LLMs with New Knowledge ACL 2025 Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models NAACL 2024 Correcting Language Model Outputs by Editing Salient Layers EACL 2024 Cross-Lingual Knowledge Editing in Large Language Models ACL 2024 DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024 Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024 GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? ACL 2024 History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024 Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy CoNLL 2024 Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024 Larimar: Large Language Models with Episodic Memory Control ICML 2024 LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024 MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024 Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024 MuLan: A Study of Fact Mutability in Language Models NAACL 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024