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cs.CL2026
When Correct Decisions Hide Internal Stress: Decision-State Probing in Multimodal Language Models
Haoran Zhao, Soyeon Caren Han, Eduard Hovy
Multimodal language models are typically evaluated through external behavior: selecting the correct image--text match, rejecting unsupported captions, or answering visual queries c…
cs.CL2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
Shuo Yang, Siwen Luo, Soyeon Caren Han +1
Visual Question Answering (VQA) requires reasoning across visual and textual modalities, yet Large Vision-Language Models (LVLMs) often lack integrated commonsense knowledge, limit…
cs.CL2024
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data Collection
Aso Mahmudi, Borja Herce, Demian Inostroza Amestica +3
Linguistic fieldwork is an important component in language documentation and preservation. However, it is a long, exhaustive, and time-consuming process. This paper presents a nove…