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knowledge editing

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Showing 101–150 of 175 papers

TitleStatusHype
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models—0
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency—0
Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization—0
MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs—0
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation—0
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing—0
"Why" Has the Least Side Effect on Model Editing—0
Mitigating Gender Bias in Code Large Language Models via Model Editing—0
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights—0
μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models—0
Time Sensitive Knowledge Editing through Efficient Finetuning—0
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models—0
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs—0
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering—0
A Survey on Knowledge Editing of Neural Networks—0
Moving the Eiffel Tower to ROME: Tracing and Editing Facts in GPT—0
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language—0
ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning—0
Multi-hop Question Answering under Temporal Knowledge Editing—0
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications—0
CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models—0
O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing—0
Can We Reverse In-Context Knowledge Edits?—0
One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models—0
On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions—0
Uncovering Overfitting in Large Language Model Editing—0
Personality Editing for Language Models through Relevant Knowledge Editing—0
Understanding the Limits of Lifelong Knowledge Editing in LLMs—0
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance—0
Position: Editing Large Language Models Poses Serious Safety Risks—0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
Precision Knowledge Editing: Enhancing Safety in Large Language Models—0
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning—0
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks—0
AnyEdit: Edit Any Knowledge Encoded in Language Models—0
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing—0
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning—0
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems—0
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models—0
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing—0
Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection—0
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs—0
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities—0
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing—0
Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models—0
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs—0
Understanding Language Model Circuits through Knowledge Editing—0
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing—0
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