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Knowledge Editing

459 directly classified papers

Papers per year

Papers

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking ACL 2025
Towards a Principled Evaluation of Knowledge Editors ACL 2025
Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025
Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025
Lifelong Model Editing with Graph-Based External Memory ACL 2025
DocMEdit: Towards Document-Level Model Editing ACL 2025
Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ACL 2025
Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs ACL 2025
FedLEKE: Federated Locate-then-Edit Knowledge Editing for Multi-Client Collaboration ACL 2025
Context-Robust Knowledge Editing for Language Models ACL 2025
SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL 2025
Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention IJCNLP 2025
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025
RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025
Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025
Serial Lifelong Editing via Mixture of Knowledge Experts ACL 2025
AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models ACL 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality ACL 2025
The Feasibility of Topic-Based Watermarking on Academic Peer Reviews IJCNLP 2025