knowledge editing

VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark NeurIPS 2024 WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NeurIPS 2024 Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024 WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models COLING 2024 WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing ACL 2024 WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NeurIPS 2024 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NeurIPS 2023 Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023 Can We Edit Multimodal Large Language Models? EMNLP 2023 Decouple knowledge from paramters for plug-and-play language modeling ACL 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023 Dissecting Recall of Factual Associations in Auto-Regressive Language Models EMNLP 2023 Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NeurIPS 2023 DUnE: Dataset for Unified Editing EMNLP 2023 Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views EACL 2023 Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023 Editing Large Language Models: Problems, Methods, and Opportunities EMNLP 2023 Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023 Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023 How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances EMNLP 2023 Improving Sequential Model Editing with Fact Retrieval EMNLP 2023 Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023 Language Anisotropic Cross-Lingual Model Editing ACL 2023 Large Language Models with Controllable Working Memory ACL 2023