Knowledge Editing

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025 Towards a Principled Evaluation of Knowledge Editors ACL 2025 Towards a Unified Paradigm of Concept Editing in Large Language Models EMNLP 2025 Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025 Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 Uncovering Overfitting in Large Language Model Editing ICLR 2025 Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025 Unified Parameter-Efficient Unlearning for LLMs ICLR 2025 Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning ICLR 2025 Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models ICCV 2025 Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing AAAI 2025 When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers ICLR 2025 Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 2025 ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. SemEval 2025 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 AI Evaluation Authorities: A Case Study Mapping Model Audits to Persistent Standards AAAI 2024 AKEW: Assessing Knowledge Editing in the Wild EMNLP 2024 ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models EMNLP 2024 A Unified Framework for Model Editing EMNLP 2024 BadEdit: Backdooring Large Language Models by Model Editing ICLR 2024 Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024 COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024