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Model Editing

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Showing 51–100 of 193 papers

TitleStatusHype
Editing Large Language Models: Problems, Methods, and OpportunitiesCode1
Editing Implicit Assumptions in Text-to-Image Diffusion ModelsCode1
Transformer-Patcher: One Mistake worth One NeuronCode1
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language ModelsCode1
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value AdaptorsCode1
Memory-Based Model Editing at ScaleCode1
Learning to Model Editing ProcessesCode1
Fast Model Editing at ScaleCode1
ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at ScaleCode1
Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or HarmCode0
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models—0
Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMsCode0
SoK: Machine Unlearning for Large Language Models—0
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs—0
The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing—0
On Fairness of Task Arithmetic: The Role of Task Vectors—0
Drop Dropout on Single-Epoch Language Model PretrainingCode0
Model Unlearning via Sparse Autoencoder Subspace Guided Projections—0
DocMEdit: Towards Document-Level Model Editing—0
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing—0
Localizing Knowledge in Diffusion Transformers—0
Disentangling Knowledge Representations for Large Language Model Editing—0
Model Editing with Graph-Based External Memory—0
UniErase: Unlearning Token as a Universal Erasure Primitive for Language ModelsCode0
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model EditingCode0
Editing Across Languages: A Survey of Multilingual Knowledge Editing—0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
NAMET: Robust Massive Model Editing via Noise-Aware Memory OptimizationCode0
Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal AlignmentCode0
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing—0
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment—0
REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models—0
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers—0
NAACL2025 Tutorial: Adaptation of Large Language Models—0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
Efficient Model Editing with Task-Localized Sparse Fine-tuningCode0
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language ModelsCode0
Exploiting Edited Large Language Models as General Scientific Optimizers—0
GeoEdit: Geometric Knowledge Editing for Large Language Models—0
A Causal Lens for Evaluating Faithfulness Metrics—0
CoME: An Unlearning-based Approach to Conflict-free Model EditingCode0
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing—0
K-Edit: Language Model Editing with Contextual Knowledge Awareness—0
AnyEdit: Edit Any Knowledge Encoded in Language Models—0
Cross-Encoder Rediscovers a Semantic Variant of BM25—0
Position: Editing Large Language Models Poses Serious Safety Risks—0
Efficient Model Editing with Task Vector Bases: A Theoretical Framework and Scalable ApproachCode0
Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution—0
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach—0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation—0
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