model editing

Sequential Editing for Lifelong Training of Speech Recognition Models Interspeech 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 Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ACL 2024 Spectral Editing of Activations for Large Language Model Alignment NeurIPS 2024 SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024 Stealth edits to large language models NeurIPS 2024 The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024 The Fall of ROME: Understanding the Collapse of LLMs in Model Editing EMNLP 2024 To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models EMNLP 2024 Understanding and Patching Compositional Reasoning in LLMs ACL 2024 Understanding Information Storage and Transfer in Multi-Modal Large Language Models NeurIPS 2024 Unified Concept Editing in Diffusion Models WACV 2024 What does the Knowledge Neuron Thesis Have to do with Knowledge? ICLR 2024 What makes unlearning hard and what to do about it NeurIPS 2024 WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing ACL 2024 WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NeurIPS 2024 Ablating Concepts in Text-to-Image Diffusion Models ICCV 2023 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NeurIPS 2023 Can We Edit Multimodal Large Language Models? EMNLP 2023 Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models EMNLP 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023 Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NeurIPS 2023 DUnE: Dataset for Unified Editing EMNLP 2023