Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation

Jeongho Yoon, Chanhee Park, Yongchan Chun, Hyeonseok Moon, HeuiSeok Lim. Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 25961-25981, Association for Computational Linguistics, 2026. [doi]

Abstract

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