eRisk 2026: Localized Context Encoding and Memory-Augmented Graph Networks for Early Detection of Depression
D. Tran, Phuong-Anh Chu, Hoang-Dat Do et al.
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This approach combines language-adaptive mixture-of-experts embeddings with graph neural networks that model discourse structure, addressing linguistic challenges across typologically diverse low-resource languages.
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