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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

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025
Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing AAAI 2025
Editing Memories Through Few Targeted Neurons AAAI 2025
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning COLING 2025
Knowledge Graph Unlearning with Schema COLING 2025
Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 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
SetKE: Knowledge Editing for Knowledge Elements Overlap IJCAI 2025
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025
NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology ACL 2025
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
Unfamiliar Finetuning Examples Control How Language Models Hallucinate NAACL 2025
AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models ACL 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025
Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025
STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025
ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing AAAI 2025