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論文《Fast and Accurate Entity Recognition with Iterated Dilated Convolutions》
時間 2021-01-01
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命名實體識別
IDCNN
BiLSTM
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論文地址:Fast and Accurate Entity Recognition with Iterated Dilated Convolutions 對於序列標註問題,普通的CNN有一個劣勢:卷積之後,末層神經元可能只是得到了原始輸入數據中一小塊的信息。而對於命名實體識別,整個句子的每個字對當前需要標註的字產生影響。爲了覆蓋更多的信息,加入更多的卷積層,這樣會導致層數越來越深,參數越來越多,爲
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