Word-embeding 【paper】
参考
- paper: “Vector Semantics and Embeddin”
Words and Vectors
Words as vectors: word dimensions
term-term | word-word | term-context | co-occurrence matrix
- 参考共现矩阵
- 矩阵维度： |V|*|V|
V是词汇表，即去重词汇表 - 有一个语料库。
- row words为targets， columns words 是代表上下文
- 先在语料库中找到所有以row words（每一个row words）为中心词的窗口，然后统计column words（每一个column words）在这些窗口中出现的次数
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