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Knowledge Editing

459 directly classified papers

Papers per year

Papers

SciMKG: A Multimodal Knowledge Graph for Science Education with Text, Image, Video and Audio AAAI 2026
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026
ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling EACL 2026
PriAgent: A Collaborative Multi-Agent Framework for Auditing Android Privacy Compliance AAAI 2026
A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation AAAI 2026
Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing EACL 2026
ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment EACL 2026
Hierarchical User Intent Inference with Knowledge Graph Grounding EACL 2026
NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation AAAI 2026
MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment AAAI 2026
EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing AAAI 2026
Can Editing LLMs Inject Harm? AAAI 2026
Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion AAAI 2026
RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026
Argumentation and Judgement Factors: LLM-based Discovery and Application in Insurance Disputes EACL 2026
LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction EACL 2026
Persuasion Tokens for Editing Factual Knowledge in LLMs EACL 2026
Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026
CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning EACL 2026
Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026
From Corpus to Concept Scheme: Developing a SKOS Vocabulary for Armenian Epigraphic Heritage EACL 2026
Multi-Modal Fact Knowledge Generation for Imbalanced Cross-Source Entity Alignment AAAI 2026
PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026
ALEX:A Light Editing-knowledge Extractor AAAI 2026