2025 "knowledge editing" Papers

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Composable Interventions for Language Models

Arinbjörn Kolbeinsson, Kyle O'Brien, Tianjin Huang et al.

ICLR 2025posterarXiv:2407.06483
4
citations

Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models

Jingcheng Deng, Zihao Wei, Liang Pang et al.

ICLR 2025posterarXiv:2405.15349
6
citations

MemEIC: A Step Toward Continual and Compositional Knowledge Editing

Jin Seong, Jiyun Park, Wencke Liermann et al.

NeurIPS 2025posterarXiv:2510.25798

MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge

yuntao du, Kailin Jiang, Zhi Gao et al.

ICLR 2025posterarXiv:2502.19870
9
citations

Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning

Tianci Liu, Ruirui Li, Yunzhe Qi et al.

ICLR 2025posterarXiv:2503.00306
12
citations