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+![1609474064534](assets/1609474064534.png) + +假设现在已经拿到一份训练好的词向量,其中每个词都表示50维的向量: + +![1609474157691](assets/1609474157691.png) + +如果在热度图中显示,结果如下: + +![1609474174914](assets/1609474174914.png) + +从结果中可以发现,相似的词在特征表达中比较相似,也就是说明词的特征是有实际意义的! + +![1609474327116](assets/1609474327116.png) + +> 如上图的男人和男孩有相当部分的区域颜色是相似的,只是有的浅了点,有的深了点。同样的地方,对比水,它们之间相差的就非常远,颜色基本没有关联。 +