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Author

A. A. S. Gunawan

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Conference Aug 2026

Explainable Multimodal Depression Detection via Cross-Platform Transformer Fusion

Depression is a globally prevalent mental health disorder that is increasingly investigated through digital behavioral data derived from social media platforms. However, most existing detection models relies on using single-modality or single-platform datasets, which limit their robustness and generalizability in real-...

Benjamin Eleazar Manafe, Daniel Daniel, A. A. S. Gunawan et al. · 0 citations
Conference Aug 2026

Depression Datasets: Does Language Matter? A Comparative Study of English BERT and IndoBERT on Translated Depression Datasets

Social media provides a valuable source for early mental health detection using natural language processing. Although BERT-based models can identify subtle psychological signals in text, most studies focus on English data, while the effect of automated translation on Indonesian depression detection remains underexplore...

Muhamad Sandi Alfarizi, Adinda Mutiara Suci, A. A. S. Gunawan et al. · 0 citations

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