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[NLU] Extracting Symptoms and their Status from Clinical Conversations
時間 2021-01-04
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dialogue
symptom
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總述: 像是陳年玉米,又長又難嚼還沒啥營養。 大抵就是他收集了3K診所問診的錄音,然後在每一段錄音的基礎上識別出問診過程中涉及到了哪些症狀,以及推斷這些症狀是否出現在病人身上。但是其實模型very simple,就是一個lstm+CRF做tag的任務QAQ,不過實驗室做了挺多的,類似於transformer的encoder和lstm的encoder,還有加權和不加權的eval metric, 以及
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