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Model Editing
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models
Model Merging for Knowledge Editing
Mitigating Negative Interference in Multilingual Sequential Knowledge Editing through Null-Space Constraints
PropMEND: Hypernetworks for Knowledge Propagation in LLMs
SoK: Machine Unlearning for Large Language Models
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
On Fairness of Task Arithmetic: The Role of Task Vectors
Model Unlearning via Sparse Autoencoder Subspace Guided Projections
Drop Dropout on Single-Epoch Language Model Pretraining
Context Robust Knowledge Editing for Language Models
ScEdit: Script-based Assessment of Knowledge Editing
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models
DocMEdit: Towards Document-Level Model Editing
Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models
Safety Alignment via Constrained Knowledge Unlearning
Benchmarking and Rethinking Knowledge Editing for Large Language Models
Disentangling Knowledge Representations for Large Language Model Editing
Localizing Knowledge in Diffusion Transformers
Model Editing with Graph-Based External Memory
UniErase: Unlearning Token as a Universal Erasure Primitive for Language Models
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing
Editing Across Languages: A Survey of Multilingual Knowledge Editing
UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
NAMET: Robust Massive Model Editing via Noise-Aware Memory Optimization
Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal Alignment
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.