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knowledge editing

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Showing 101–150 of 175 papers

TitleStatusHype
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
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
Keys to Robust Edits: from Theoretical Insights to Practical Advances—0
Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble—0
Knowledge Editing for Large Language Models: A Survey—0
Knowledge Editing in Language Models via Adapted Direct Preference Optimization—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
Joint Knowledge Editing for Information Enrichment and Probability PromotionCode0
DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language ModelsCode0
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMsCode0
Benchmarking and Rethinking Knowledge Editing for Large Language ModelsCode0
ScEdit: Script-based Assessment of Knowledge EditingCode0
Outdated Issue Aware Decoding for Reasoning Questions on Edited KnowledgeCode0
Knowledge Editing on Black-box Large Language ModelsCode0
InstructEdit: Instruction-based Knowledge Editing for Large Language ModelsCode0
Identifying Knowledge Editing Types in Large Language ModelsCode0
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language ModelsCode0
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMsCode0
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative CriterionCode0
FLEKE: Federated Locate-then-Edit Knowledge EditingCode0
Detoxifying Large Language Models via Knowledge EditingCode0
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge EditingCode0
Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication AwarenessCode0
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMsCode0
Lifelong Knowledge Editing requires Better RegularizationCode0
Identifying Query-Relevant Neurons in Large Language Models for Long-Form TextsCode0
ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge EditingCode0
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