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knowledge editing

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Showing 101–150 of 175 papers

TitleStatusHype
Position: Editing Large Language Models Poses Serious Safety Risks—0
Precision Knowledge Editing: Enhancing Safety in Large Language Models—0
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks—0
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing—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
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Safety Alignment via Constrained Knowledge Unlearning—0
See the Unseen: Better Context-Consistent Knowledge-Editing by Noises—0
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy—0
Semantic Similarity Measures Applied to an Ontology for Human-Like Interaction—0
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models—0
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights—0
Time Sensitive Knowledge Editing through Efficient Finetuning—0
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering—0
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications—0
Uncovering Overfitting in Large Language Model Editing—0
Understanding the Limits of Lifelong Knowledge Editing in LLMs—0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning—0
Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models—0
Understanding Language Model Circuits through Knowledge Editing—0
Why Does New Knowledge Create Messy Ripple Effects in LLMs?—0
"Why" Has the Least Side Effect on Model Editing—0
Large Knowledge Model: Perspectives and Challenges—0
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing—0
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top—0
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection—0
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts—0
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models—0
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments—0
General LLMs as Instructors for Domain-Specific LLMs: A Sequential Fusion Method to Integrate Extraction and Editing—0
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing—0
Locating and Mitigating Gender Bias in Large Language Models—0
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency—0
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language ModelsCode0
Outdated Issue Aware Decoding for Reasoning Questions on Edited KnowledgeCode0
ScEdit: Script-based Assessment of Knowledge EditingCode0
Knowledge Editing on Black-box Large Language ModelsCode0
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative CriterionCode0
Empirical Study on Updating Key-Value Memories in Transformer Feed-forward LayersCode0
Joint Knowledge Editing for Information Enrichment and Probability PromotionCode0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Lifelong Knowledge Editing requires Better RegularizationCode0
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMsCode0
Can We Edit LLMs for Long-Tail Biomedical Knowledge?Code0
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language ModelsCode0
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge EditingCode0
PropMEND: Hypernetworks for Knowledge Propagation in LLMsCode0
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