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

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

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

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

Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability ACL 2025

Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025

Editing Memories Through Few Targeted Neurons AAAI 2025

CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs ACL 2025

Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025

Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025

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

Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025

REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025

M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025

UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025

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

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025

NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology ACL 2025

Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025

Unfamiliar Finetuning Examples Control How Language Models Hallucinate NAACL 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

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

Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization ACL 2025