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Model Editing

Papers

Showing 76100 of 193 papers

TitleStatusHype
"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
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