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knowledge editing

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Showing 1–50 of 175 papers

TitleStatusHype
Model Merging for Knowledge EditingCode0
Mitigating Negative Interference in Multilingual Sequential Knowledge Editing through Null-Space ConstraintsCode0
PropMEND: Hypernetworks for Knowledge Propagation in LLMsCode0
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs—0
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection—0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Context Robust Knowledge Editing for Language ModelsCode1
ScEdit: Script-based Assessment of Knowledge EditingCode0
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing—0
CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models—0
Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?—0
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing—0
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models—0
Disentangling Knowledge Representations for Large Language Model Editing—0
Benchmarking and Rethinking Knowledge Editing for Large Language ModelsCode0
Safety Alignment via Constrained Knowledge Unlearning—0
Editing Across Languages: A Survey of Multilingual Knowledge Editing—0
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial EditingCode0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise—0
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing—0
SetKE: Knowledge Editing for Knowledge Elements Overlap—0
Functional Abstraction of Knowledge Recall in Large Language Models—0
Can We Edit LLMs for Long-Tail Biomedical Knowledge?Code0
μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models—0
Identifying Multi-modal Knowledge Neurons in Pretrained Transformers via Two-stage Filtering—0
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving SystemsCode0
CaKE: Circuit-aware Editing Enables Generalizable Knowledge LearnersCode1
Understanding the Limits of Lifelong Knowledge Editing in LLMs—0
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented ModalityCode0
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMsCode0
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning—0
GeoEdit: Geometric Knowledge Editing for Large Language Models—0
MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual KnowledgeCode1
FLEKE: Federated Locate-then-Edit Knowledge EditingCode0
Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs—0
Revealing and Mitigating Over-Attention in Knowledge EditingCode0
Personality Editing for Language Models through Relevant Knowledge Editing—0
MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs—0
AnyEdit: Edit Any Knowledge Encoded in Language Models—0
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-SubjectCode0
Position: Editing Large Language Models Poses Serious Safety Risks—0
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledgeCode0
Lifelong Knowledge Editing requires Better RegularizationCode0
Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble—0
Knowledge Editing through Chain-of-ThoughtCode1
Joint Knowledge Editing for Information Enrichment and Probability PromotionCode0
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question AnsweringCode1
ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge EditingCode0
ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning—0
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