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Qingni Yuan

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Open access Jul 2026

Enhancing medical Q&A systems with multimodal knowledge graphs and dual-layer attention mechanisms

This study develops a text-based intent recognition model with a dual-layer attention architecture, in which a global contextual attention module is introduced to capture long-range semantic dependencies and improve multi-label classification performance.

Guoqiang Qiu, Qingni Yuan, Yi Wang et al. · 0 citations