knowledge editing

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL 2024 Editing Conceptual Knowledge for Large Language Models EMNLP 2024 Editing Language Model-Based Knowledge Graph Embeddings AAAI 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 Enhancing LLM Capabilities Beyond Scaling Up 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 Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024 History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 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 Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons AAAI 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