Microsoft Technology Licensing, LLC

Casey Jo Gossard

Curtis Dean Anderson

Dung B Nguyen

Chetan Bansal

Sujay Kumar Jauhar

Nikitha Rao

Bahareh Sarrafzadeh

David Boyd Ludwig, Iv

Junia Anna George

Maria Leonor Pacheco Gonzalez

Identification of content gaps based on relative user-selection rates between multiple discrete content sources. A system analyzes search log activity to determine whether users that are conducting particular types of search activities are ultimately selecting and relying upon content resources from a predefined content source of interest or, alternatively, whether such users are unsatisfied with the predefined content source of interest and are instead relying upon other third-party content sources. This particular type of analysis provides valuable insights into whether content gaps exist within the predefined content source of interest.

Identification of content gaps based on relative user-selection rates between multiple discrete content sources

A system and method and for identifying a template for a document includes receiving a request to identify the template from among a plurality of available templates, the plurality of templates being templates that are available for use in an application. After receiving the request, the content and structure of the document are encoded into one or more embedding representations via a trained document encoder and the embedding representations are compared to a plurality of template representations, each of the plurality of template representations being a representation of content and structure of one of the plurality of templates to identify one of the plurality of the templates as corresponding to the document. The identified template is then provided for display as a recommended template.

Method and system of discovering templates for documents

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Spokane, WA, United States of America

Casey Jo Gossard