Author

Yerin Choi

Sogang University

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#artificial intelligence Feb 2026

FiLoRA: Focus-and-Ignore LoRA for Controllable Feature Reliance

FiLoRA is introduced, an instruction-conditioned, parameter-efficient adaptation framework that enables controllable modulation of feature reliance while keeping the task and predictive objective fixed and suggests that instruction-conditioned parameter adaptation can serve as a practical mechanism for intervening on i...

Hyunsuk Chung, Caren Han, Yerin Choi et al. · arXiv.org · 1 citation