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Friday, April 24 • 10:30am - 11:10am
Learning The Semantics of Millions of Entities

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What do "Software Developer", "MTS", and "Code Monkey" have in common? No, it's not the start to a bad joke. It's actually a situation where many unique entities turn out to have a small number of distinct semantics. This talk will present new techniques for mapping millions of such entities into a common semantic space with just a few thousand labels. We'll discuss how these techniques have been applied to job titles, skills, majors, and degrees to build candidate recommendation systems.


Vlad Giverts

@vladgivertsVlad is a Sr Director at Workday responsible for building prediction and recommendation systems for the company's cloud HR and Financial Management products. He was previously CTO at Identified, a data and analytics startup, which was acquired by Workday in early 2014... Read More →

Friday April 24, 2015 10:30am - 11:10am

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