Knowledge Editing

Black-Box Forgetting NeurIPS 2024 Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024 Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024 Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024 Consecutive Batch Model Editing with HooK Layers EMNLP 2024 Cross-lingual Editing in Multilingual Language Models EACL 2024 Cross-Lingual Knowledge Editing in Large Language Models ACL 2024 Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024 Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024 Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024 Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024 DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024 DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024 EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation 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 InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024 Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024