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

Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026

EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing AAAI 2026

Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026

Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? AAAI 2026

Multiplicative Orthogonal Sequential Editing for Language Models AAAI 2026

ALEX:A Light Editing-knowledge Extractor AAAI 2026

Persuasion Tokens for Editing Factual Knowledge in LLMs EACL 2026

Can Editing LLMs Inject Harm? AAAI 2026

Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models AAAI 2026

Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models AAAI 2026

On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026

Multi-granularity Temporal Knowledge Editing over Large Language Models AAAI 2026

MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models AAAI 2026

MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA AAAI 2026

Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing EACL 2026

Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge EACL 2026

CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning EACL 2026

UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025

Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025

Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025

Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025

One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025

The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025

STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025

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