作者位次 #2/5ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability
Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects
Hwiyeong Lee · Ingyu Bang · Uiji Hwang · Hyelim Lim · Taeuk Kim
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Hwiyeong Lee · Ingyu Bang · Uiji Hwang · Hyelim Lim · Taeuk Kim
Seunghee Kim · Ingyu Bang · Seokgyu Jang · Changhyeon Kim · Sanghwan Bae · Jihun Choi · richeng xuan · Taeuk Kim
Multimodal Large Language Models (MLLMs) have increasingly supported omni-modal processing across text, vision, and speech. However, existing evaluation frameworks for such models suffer from critical limitations, including modality shortcuts and biased reasoning paths. To address these challenge...