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Init Facts 1

How ELMo introduced contextual word representations before the transformer era.

How Word2Vec learns dense vector representations that capture word meaning.

How LSTMs solve long-range memory problems in recurrent neural networks.

A practical introduction to recurrent neural networks and sequential modeling.