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Knowledge Editing

459 directly classified papers

Papers per year

Papers

Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
COMPKE: Complex Question Answering under Knowledge Editing ACL 2025
BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025
Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025
Has this Fact been Edited? Detecting Knowledge Edits in Language Models NAACL 2025
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting NAACL 2025
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024
Retrieval-Augmented Multilingual Knowledge Editing ACL 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024
Robust and Scalable Model Editing for Large Language Models COLING 2024
Reasons and Solutions for the Decline in Model Performance after Editing NIPS 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024
COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024
SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Editing Conceptual Knowledge for Large Language Models EMNLP 2024
PMET: Precise Model Editing in a Transformer AAAI 2024
Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024
Editing Language Model-Based Knowledge Graph Embeddings AAAI 2024
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024