knowledge editing

283 papers

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Also known as

IKE KME UKE KE

Co-occurring keywords

large language model (12755) model editing (155) language model (4573) factual knowledge (128) machine unlearning (270) question answering (2904) knowledge update (24) knowledge graph (1795) retrieval-augmented generation (1459) knowledge updating (33)

Papers

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025

Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing EMNLP 2025

Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025

Neuron-Level Sequential Editing for Large Language Models ACL 2025

Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models EMNLP 2025

Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025

Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025

Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025

Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025

Lifelong Knowledge Editing requires Better Regularization EMNLP 2025

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025

Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data AACL 2025

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025

Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025

Knowledge Editing through Chain-of-Thought EMNLP 2025

Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025

MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025

AIGT: AI Generative Table Based on Prompt COLING 2025

Language Modeling with Editable External Knowledge NAACL 2025

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025

SetKE: Knowledge Editing for Knowledge Elements Overlap IJCAI 2025

GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025

Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models ICCV 2025

Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing ICCV 2025

ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing AAAI 2025