knowledge editing

Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks 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 Retrieval-Augmented Multilingual Knowledge Editing ACL 2024 Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference NeurIPS 2024 Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024 RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024 Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective ICLR 2024 Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024 Should We Really Edit Language Models? On the Evaluation of Edited Language Models NeurIPS 2024 SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024 SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024 Steering Llama 2 via Contrastive Activation Addition ACL 2024 TAXI: Evaluating Categorical Knowledge Editing for Language Models ACL 2024 Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024 The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024 Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024 Towards Neuron Attributions in Multi-Modal Large Language Models NeurIPS 2024 Towards Safer Large Language Models through Machine Unlearning ACL 2024 Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NeurIPS 2024 Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NeurIPS 2024 TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024 UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ACL 2024 Unveiling the Pitfalls of Knowledge Editing for Large Language Models ICLR 2024 Updating Large Language Models’ Memories with Time Constraints EMNLP 2024