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Model Editing

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Showing 51–100 of 193 papers

TitleStatusHype
Unveiling Concept Attribution in Diffusion ModelsCode0
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts—0
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction—0
Model Editing for LLMs4Code: How Far are We?Code0
Learning Where to Edit Vision TransformersCode0
Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed ModelsCode0
Inference time LLM alignment in single and multidomain preference spectrum—0
Should We Really Edit Language Models? On the Evaluation of Edited Language ModelsCode0
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing—0
Gradient Rewiring for Editable Graph Neural Network TrainingCode0
Uncovering Overfitting in Large Language Model Editing—0
Mitigating Gender Bias in Code Large Language Models via Model Editing—0
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model EditingCode0
FAME: Towards Factual Multi-Task Model Editing—0
Neuron-Level Sequential Editing for Large Language ModelsCode3
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization—0
AlphaEdit: Null-Space Constrained Knowledge Editing for Language ModelsCode3
Self-Updatable Large Language Models with Parameter Integration—0
UniAdapt: A Universal Adapter for Knowledge Calibration—0
"Why" Has the Least Side Effect on Model Editing—0
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron AnalysisCode2
Property Neurons in Self-Supervised Speech TransformersCode0
TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model—0
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing—0
MEGen: Generative Backdoor in Large Language Models via Model Editing—0
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory—0
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRACode0
Resolving Lexical Bias in Edit Scoping with Projector Editor NetworksCode0
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEditCode1
Can LLMs be Fooled? Investigating Vulnerabilities in LLMs—0
Latent Adversarial Training Improves Robustness to Persistent Harmful Behaviors in LLMsCode1
Model editing for distribution shifts in uranium oxide morphological analysis—0
Mitigating Backdoor Attacks using Activation-Guided Model Editing—0
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models—0
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?Code0
Sequential Editing for Lifelong Training of Speech Recognition Models—0
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?—0
Stealth edits to large language modelsCode0
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance—0
Understanding the Collapse of LLMs in Model EditingCode0
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space—0
Understanding Information Storage and Transfer in Multi-modal Large Language Models—0
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language ModelsCode0
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors—0
Perturbation-Restrained Sequential Model EditingCode1
Large Scale Knowledge WashingCode1
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language ModelsCode0
Model Editing as a Robust and Denoised variant of DPO: A Case Study on ToxicityCode2
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt LearningCode1
Detecting Edited Knowledge in Language Models—0
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