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Knowledge Editing

459 papers

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Papers

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
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025
AIGT: AI Generative Table Based on Prompt COLING 2025
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025
Multimedia Event Extraction with LLM Knowledge Editing EMNLP 2025
Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025
Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 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
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles EMNLP 2025
GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025
Think and Recall: Layer-Level Prompting for Lifelong Model Editing EMNLP 2025
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025
Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025
KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 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
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025