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knowledge editing

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Showing 101–150 of 175 papers

TitleStatusHype
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs—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
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models—0
Mitigating Gender Bias in Code Large Language Models via Model Editing—0
Why Does New Knowledge Create Messy Ripple Effects in LLMs?—0
μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models—0
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights—0
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise—0
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs—0
"Why" Has the Least Side Effect on Model Editing—0
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering—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
Cross-Lingual Multi-Hop Knowledge Editing -- Benchmarks, Analysis and a Simple Contrastive Learning based Approach—0
Multi-hop Question Answering under Temporal Knowledge Editing—0
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing—0
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models—0
O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing—0
ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning—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
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications—0
Personality Editing for Language Models through Relevant Knowledge Editing—0
Uncovering Overfitting in Large Language Model Editing—0
CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models—0
Position: Editing Large Language Models Poses Serious Safety Risks—0
Understanding the Limits of Lifelong Knowledge Editing in LLMs—0
Precision Knowledge Editing: Enhancing Safety in Large Language Models—0
Can We Reverse In-Context Knowledge Edits?—0
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks—0
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models—0
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing—0
A Survey on Knowledge Editing of Neural Networks—0
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning—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
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance—0
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
AnyEdit: Edit Any Knowledge Encoded in Language Models—0
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities—0
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries—0
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs—0
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing—0
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs—0
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