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Model Editing

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Showing 51–100 of 193 papers

TitleStatusHype
Large Scale Knowledge WashingCode1
Fast Model Editing at ScaleCode1
Large Language Models Relearn Removed ConceptsCode1
BadEdit: Backdooring large language models by model editingCode1
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion ModelsCode1
Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3Code1
BiasEdit: Debiasing Stereotyped Language Models via Model EditingCode1
History Matters: Temporal Knowledge Editing in Large Language ModelCode1
Robust and Scalable Model Editing for Large Language ModelsCode1
Editing Common Sense in TransformersCode0
CoME: An Unlearning-based Approach to Conflict-free Model EditingCode0
Concept-ROT: Poisoning Concepts in Large Language Models with Model EditingCode0
Consecutive Batch Model Editing with HooK LayersCode0
Cross-lingual Editing in Multilingual Language ModelsCode0
Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal AlignmentCode0
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language ModelsCode0
Drop Dropout on Single-Epoch Language Model PretrainingCode0
Editing Factual Knowledge and Explanatory Ability of Medical Large Language ModelsCode0
Efficient Model Editing with Task-Localized Sparse Fine-tuningCode0
Efficient Model Editing with Task Vector Bases: A Theoretical Framework and Scalable ApproachCode0
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRACode0
Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed ModelsCode0
"Flex Tape Can't Fix That": Bias and Misinformation in Edited Language ModelsCode0
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image ClassificationCode0
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?Code0
Gradient Rewiring for Editable Graph Neural Network TrainingCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddingsCode0
On the Robustness of Editing Large Language ModelsCode0
Language Anisotropic Cross-Lingual Model EditingCode0
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language ModelsCode0
Learning Where to Edit Vision TransformersCode0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
Long-form evaluation of model editingCode0
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model EditingCode0
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRACode0
Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMsCode0
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model EditingCode0
Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or HarmCode0
Model Editing at Scale leads to Gradual and Catastrophic ForgettingCode0
Model Editing for LLMs4Code: How Far are We?Code0
NAMET: Robust Massive Model Editing via Noise-Aware Memory OptimizationCode0
Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampeningCode0
Property Neurons in Self-Supervised Speech TransformersCode0
Resolving Lexical Bias in Edit Scoping with Projector Editor NetworksCode0
Scalable Model Editing via Customized Expert NetworksCode0
Should We Really Edit Language Models? On the Evaluation of Edited Language ModelsCode0
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language ModelsCode0
Stealth edits to large language modelsCode0
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding AlteringCode0
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