达摩院NLPer分享soft-lexicon

原創 勿在浮沙筑高台LS 2020-02-22 00:47

实体识别使用GCN+soft-Lexicon

1.lattice-lstm只能用在RNN中，而soft-Lexicon只是词的embedding有改动啊，后面可以接入各种模型

2.lattice-lstm 里面可以看出做各种attention的输入

3.Lexicon 还考虑了就是字在词中的作用，而lattice-lstm只考虑了词的开头和结尾

4.lattice 中词的头部输入是整个字当时的embedding

PPT见百度网盘

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