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

Neuron-Level Sequential Editing for Large Language Models ACL 2025

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

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

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

Knowledge Editing through Chain-of-Thought EMNLP 2025

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025

FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025

GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025

Think and Recall: Layer-Level Prompting for Lifelong Model Editing EMNLP 2025

Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025

Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025

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

ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025

MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025

NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology SEMEVAL 2025

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models AAAI 2025

Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts AAAI 2025

Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025

Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025

Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025

CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions AAAI 2025

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

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