Patent · US Active

Interactive search training

US11599807B2 · kind B2 · utility

0Cited by

5References

20Claims

0Family size

Assignee

MICROSOFT TECHNOLOGY LICENSING, LLC · US

Inventors

Gerold HINTZ · Munich, DE
Eric Crestan · Munich, DE
Andreas Bode · Munich, DE
Tobias Rolf Hassmann · Munich, DE

Key dates

Filing date	Jun 30, 2020
Grant date	Mar 7, 2023
Priority date	—
Expiry date	May 21, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Aspects of the present disclosure relate to interactive search training. A training canvas comprises results associated with a search query. The training canvas may be used as part of a training session that occurs during normal use of a search platform. When the search platform is first used, the results may be provided based on an existing model. An irrelevant result may be removed from the training canvas, such that a replacement result is added in its place. Additionally, results may be reordered, thereby indicating a ranking with which results should be displayed. Such interactions with the training canvas may be used to generate training data, such that a new model is trained accordingly. Thus, interactions with the training canvas yield high-quality training data that is usable to generate a model having equal or greater performance than a model that was trained using an equivalent amount of implicit training data.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.