Author

Eun-Jung Holden

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Preprint Sep 2026

VoxMem: Benchmarking Multimodal Memory in Large Audio Language Models

It is argued that principled memory evaluation requires jointly characterizing the acoustic evidence to be retained and the operations applied to it, and introduced a taxonomy along these two axes, which aims to provide a foundation to measure and drive progress on the full scope of spoken conversational memory.

Xiao Yang, Vidhyasaharan Sethu, Eun-Jung Holden et al. · 0 citations

#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