Embeddings from Language Models. Eventhough they provided a great improvement to many NLP task such constant meaning was a major drawback of this word embeddings as the meaning of words changes based on context and thus this wasnt the best option for.
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Word embeddings such as word2vec or GloVe provides an exact meaning to words.
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