Teaching a Computer Word Meaning Without a Dictionary
When I started learning Natural Language Processing (NLP), one question bugged me: how does a computer understand words? The honest answer is that it doesn't. Computers only understand numbers. So before a model can work with language, we have to turn words into numbers, and the way we do it makes a huge difference. That is what word embeddings are about. In this post I'll explain what they are,…
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