Word Embeddings Explained: From Words to Vectors

Automated excerpt

Words that appear in similar contexts tend to develop similar vector representations. Understanding relationships between words can be useful because different words and phrases can express similar sentiments. Instead of using surrounding words to predict the target word, it uses a target word to predict surrounding words.

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