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Model Editing

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Showing 151–175 of 193 papers

TitleStatusHype
Long-form evaluation of model editingCode0
Drop Dropout on Single-Epoch Language Model PretrainingCode0
Resolving Lexical Bias in Edit Scoping with Projector Editor NetworksCode0
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRACode0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models CollapseCode0
Understanding the Collapse of LLMs in Model EditingCode0
Learning Where to Edit Vision TransformersCode0
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language ModelsCode0
Efficient Model Editing with Task Vector Bases: A Theoretical Framework and Scalable ApproachCode0
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language ModelsCode0
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
Unveiling Concept Attribution in Diffusion ModelsCode0
Language Anisotropic Cross-Lingual Model EditingCode0
On the Robustness of Editing Large Language ModelsCode0
Efficient Model Editing with Task-Localized Sparse Fine-tuningCode0
Model Editing for LLMs4Code: How Far are We?Code0
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddingsCode0
What does the Knowledge Neuron Thesis Have to do with Knowledge?Code0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
CoME: An Unlearning-based Approach to Conflict-free Model EditingCode0
Scalable Model Editing via Customized Expert NetworksCode0
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