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Deep Learning Illustrated: Building Natural Language Processing Models

Domino Data Lab

When running word2vec, you can choose between two underlying model architectures— skip-gram (SG) or continuous bag of words (CBOW; pronounced see-bo)— either of which will typically produce roughly comparable results despite maximizing probabilities from “opposite” perspectives. Interactive bokeh plot of two-dimensional word-vector data.