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StarSpace

Facebook AI model that embeds entities of different types into a shared vector space for tasks like text classification and ranking.

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Facebook AI Research Published StarSpace: Embed All The Things!

In September 2017, Ledell Wu and colleagues at Facebook AI Research published StarSpace (arXiv:1709.03856), a general-purpose neural embedding model capable of learning entity representations across tasks including text classification, ranking, and collaborative filtering, without task-specific architecture changes.