Bonnie L Bills, 526110 Detert Ct, Livermore, CA 94550

2020000, Jan 2, 2020

Jun 30, 2018

16/024826

- Redmond WA, US
Deepak Kumar Dileep Kumar - Sunnyvale CA, US
Zhe Cui - Greenbelt MD, US
Bonnie Bills - Livermore CA, US
SeyedMohsen Jamali - Sunnyvale CA, US
Siyuan Zhang - San Jose CA, US
Gungor Polatkan - San Jose CA, US

G06N 99/00
G06N 5/04
G06F 17/30

Techniques are provided for using machine learning techniques to associate skills with different content. In one technique, multiple classifications models are trained. Each classification model corresponds to a different skill and is trained based on textual embeddings of a plurality of content items and labels indicating whether each content item is associated with the skill that corresponds to that classification model. A particular content item embedding is generated based on text from a particular content item. The particular content item embedding is applied to the classification models to generate multiple results. One or more results of the results are identified that indicate that one or more corresponding skills are associated with the particular content item. For each result of the one or more results, skill tagging data is stored that associates the particular content item with a particular skill that corresponds to that result.