Wednesday, May 07, 2025

Word Embedding

 

https://en.wikipedia.org/wiki/Word2vec


PS. 看文件時要先確認一下是Skip-gram / CBOW / LM 的哪一種, 不然會混淆

input one-hot

output simularity(機率)

只有一層hidden layer

用skip-gram或CBOW概念, 去自訓練出hidden layer前後Weight Matrix

重點是前面的Weight Matrix, train完之後, 每個row即word embedding







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