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Knowledge Editing

459 directly classified papers

Papers per year

Papers

MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026
MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA AAAI 2026
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026
A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation AAAI 2026
EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing 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
Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025
Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability ACL 2025
KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025
Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025
Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025
NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology ACL 2025
Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025
Neuron-Level Sequential Editing for Large Language Models ACL 2025
Constraining Sequential Model Editing with Editing Anchor Compression NAACL 2025