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cs.CL2026
GUIDE: Guiding Internal Evidence with Language Instructions
Soyeon Caren Han, Hyunsuk Chung, Jinwoo Kim +2
Large multimodal models follow instructions about what to generate, but not necessarily about what evidence to rely on. Hence, models may continue to depend on shortcut-associated…
cs.CL2024
PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure
Feiqi Cao, Caren Han, Hyunsuk Chung
In this work, we propose a novel tree-based explanation technique, PEACH (Pretrained-embedding Explanation Across Contextual and Hierarchical Structure), that can explain how text-…