MAGE: Multi-scale Context-aware Interaction based on Multi-granularity Embedding for Chinese Medical Question Answer Matching

Meiling Wang,Xiaohai He,Yan Liu,Linbo Qing,Zhao Zhang,Honggang Chen

Computer Methods and Programs in Biomedicine（2023）

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摘要

•A new Framework has been proposed for the Chinese medical question-answer matching.•The ChineseBERT module was introduced for the question and answer multi-granularity embedding.•The context-aware interaction module was structured for getting question-answer pair representation.•The multi-view fusion layer was designed for fusing the question and answer features.•The results reveal that the new framework contributes to Chinese medical question-answer matching tasks.

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关键词

Question answer matching,Multi-granularity embedding,Multi-scale context-aware interaction,Attention mechanism

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