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Model Editing

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Showing 151–193 of 193 papers

TitleStatusHype
Uncovering Overfitting in Large Language Model Editing—0
Rethinking Machine Unlearning for Large Language Models—0
Dense Passage Retrieval: Is it Retrieving?—0
Can LLMs be Fooled? Investigating Vulnerabilities in LLMs—0
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space—0
Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions—0
Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution—0
Edit at your own risk: evaluating the robustness of edited models to distribution shifts—0
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction—0
Understanding Information Storage and Transfer in Multi-modal Large Language Models—0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation—0
Self-Updatable Large Language Models with Parameter Integration—0
Sequential Editing for Lifelong Training of Speech Recognition Models—0
UniAdapt: A Universal Adapter for Knowledge Calibration—0
Sketch2Cloth: Sketch-based 3D Garment Generation with Unsigned Distance Fields—0
SoK: Machine Unlearning for Large Language Models—0
Inference time LLM alignment in single and multidomain preference spectrum—0
Improving Data-Efficient Fossil Segmentation via Model Editing—0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
K-Edit: Language Model Editing with Contextual Knowledge Awareness—0
Knowledge Editing for Large Language Models: A Survey—0
Knowledge Graph Enhanced Large Language Model Editing—0
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance—0
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?—0
GeoEdit: Geometric Knowledge Editing for Large Language Models—0
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization—0
From Understanding to Utilization: A Survey on Explainability for Large Language Models—0
Flexible Model Interpretability through Natural Language Model Editing—0
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers—0
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models—0
FAME: Towards Factual Multi-Task Model Editing—0
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts—0
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment—0
Localizing and Editing Knowledge in Text-to-Image Generative Models—0
Localizing Knowledge in Diffusion Transformers—0
Exploiting Edited Large Language Models as General Scientific Optimizers—0
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach—0
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing—0
"Why" Has the Least Side Effect on Model Editing—0
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing—0
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering—0
MEGen: Generative Backdoor in Large Language Models via Model Editing—0
A Causal Lens for Evaluating Faithfulness Metrics—0
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