Knowledge Editing

Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach ACL 2024 EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024 Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024 FAME: Towards Factual Multi-Task Model Editing EMNLP 2024 Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ACL 2024 Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024 “Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024 Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 From Static to Dynamic: Knowledge Metabolism for Large Language Models AAAI 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 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024 Instruction-tuned Language Models are Better Knowledge Learners ACL 2024 Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024 Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024 IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons NeurIPS 2024 KnowGPT: Knowledge Graph based Prompting for Large Language Models NeurIPS 2024 Knowledge-based Consistency Testing of Large Language Models EMNLP 2024 Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models ICLR 2024 Knowledge Circuits in Pretrained Transformers NeurIPS 2024 Knowledge Editing for Large Language Models COLING 2024 Knowledge Editing in Language Models via Adapted Direct Preference Optimization EMNLP 2024 Knowledge Editing of Large Language Models Unconstrained by Word Order ACL 2024