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Author

Youngwook Ham

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#artificial intelligence Review Sep 2026

PetQA: Benchmarking Veterinary Knowledge and Clinical Reasoning

The benchmarking results provide an overview of the strengths and limitations of current models in addressing veterinary clinical queries and highlight the need for more effective adaptation methods to develop clinically reliable AI systems for veterinary care.

Taegyun Kim, Youngwook Ham, Jungwook Rhim et al. · 0 citations
Book Open access Aug 2026

Mitigating Spurious Correlations in Mental Health Analysis: A Contrastive Learning Approach for Cross-Domain Robustness

To address the susceptibility of pre-trained language models (PLMs) to spurious correlations in mental health analysis, we propose a robust framework designed to disentangle genuine clinical signals from superficial artifacts. Our approach integrates a contrastive learning method by using masked language modeling (MLM)...

Dongik Shin, Youngwook Ham, Sang Won Lee et al. · 0 citations

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