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knowledge editing

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TitleStatusHype
CollabEdit: Towards Non-destructive Collaborative Knowledge EditingCode0
Keys to Robust Edits: from Theoretical Insights to Practical Advances—0
Mitigating Gender Bias in Code Large Language Models via Model Editing—0
Uncovering Overfitting in Large Language Model Editing—0
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing—0
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context LearningCode0
Precision Knowledge Editing: Enhancing Safety in Large Language Models—0
Identifying Knowledge Editing Types in Large Language ModelsCode0
"Why" Has the Least Side Effect on Model Editing—0
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative CriterionCode0
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language—0
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models—0
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs—0
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMsCode0
Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models—0
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments—0
Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection—0
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models—0
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering—0
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing—0
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs—0
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language ModelsCode0
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights—0
Cross-Lingual Multi-Hop Knowledge Editing -- Benchmarks, Analysis and a Simple Contrastive Learning based Approach—0
Why Does New Knowledge Create Messy Ripple Effects in LLMs?—0
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning—0
Understanding Language Model Circuits through Knowledge Editing—0
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?—0
Multilingual Knowledge Editing with Language-Agnostic Factual NeuronsCode0
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities—0
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation—0
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance—0
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuningCode0
Identifying Query-Relevant Neurons in Large Language Models for Long-Form TextsCode0
DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language ModelsCode0
Knowledge Editing in Language Models via Adapted Direct Preference Optimization—0
Time Sensitive Knowledge Editing through Efficient FinetuningCode0
Outdated Issue Aware Decoding for Reasoning Questions on Edited KnowledgeCode0
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language ModelsCode0
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top—0
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing—0
Detecting Edited Knowledge in Language Models—0
TAXI: Evaluating Categorical Knowledge Editing for Language ModelsCode0
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMsCode0
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language ModelsCode0
Multi-hop Question Answering under Temporal Knowledge Editing—0
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs—0
Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness—0
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