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记录真正的copy trick:是将source的oov也记录下来,假设词典1000, 那么oov的id就是1000,1001.。 然后维护两个encoder的输入x,一个是有unk的x,一个是把unk的id替换成oov id的x,copy的计算因为只需要跟hidden算,所以oov也有attention。然后在最后output的时候把oov拼接到1000的pred_y上,这样id是1001的词也就被copy出来了。 提升果然非常非常大。
multi-spans extraction model based on BERT
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