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Word Embedding - What are the problems with word embedding?
Answer
A major issue is that word2vec, a kind of word embedding, is unable to handle phrases that do not belong to its vocabulary (OOV). Words that the model has never encountered before significantly restrict its interpretation and vector creation capabilities.
