2 papers
eess.IV2025
Adapting Large Language Models to Mitigate Skin Tone Biases in Clinical Dermatology Tasks: A Mixed-Methods Study
Kiran Nijjer, Ryan Bui, Derek Jiu +4
SkinGPT-4, a large vision-language model, leverages annotated skin disease images to augment clinical workflows in underserved communities. However, its training dataset predominan…
cs.AI2025
Multi-TW: Benchmarking Multimodal Models on Traditional Chinese Question Answering in Taiwan
Jui-Ming Yao, Bing-Cheng Xie, Sheng-Wei Peng +5
Multimodal Large Language Models (MLLMs) process visual, acoustic, and textual inputs, addressing the limitations of single-modality LLMs. However, existing benchmarks often overlo…