Knowledge Editing

Knowledge Editing of Large Language Models Unconstrained by Word Order ACL 2024 Knowledge Graph Completion by Intermediate Variables Regularization NeurIPS 2024 Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024 Large Language Models Relearn Removed Concepts ACL 2024 Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024 LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024 Local Contrastive Editing of Gender Stereotypes EMNLP 2024 Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024 Memorizing Documents with Guidance in Large Language Models IJCAI 2024 MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024 Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination ACL 2024 Model Editing by Standard Fine-Tuning ACL 2024 Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024 Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024 On the Robustness of Editing Large Language Models EMNLP 2024 Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024 PMET: Precise Model Editing in a Transformer AAAI 2024 Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing EMNLP 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling IJCAI 2024