← Resources & Methods
Natural Language Processing › Resources & Methods ›

Knowledge Editing

459 directly classified papers

Papers per year

Papers

STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025
Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025
ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing AAAI 2025
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models AAAI 2025
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025
Explore What LLM Does Not Know in Complex Question Answering AAAI 2025
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models AAAI 2025
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
Knowledge-driven Scientific Large Language Models AAAI 2025
Knowledge Graph and Large Language Model for Metabolomics AAAI 2025
YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning ACL 2025
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025
STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025
ReLearn: Unlearning via Learning for Large Language Models ACL 2025
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs 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
Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025