US 11,599,807 B2 · Interactive search training

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.

Claims20

Dependent claims

A system comprising:

at least one processor;
and memory storing instructions that, when executed by the at least one processor, causes the system to perform a set of operations, the set of operations comprising:
generating, as part of a first teaching session, a training canvas comprising a first set of search results associated with a first search query, the training canvas comprising a feedback graphical user interface (GUI) associated with one or more training control elements;
receiving feedback information comprising an explicit indication associated with a search result of the first set of search results;
training a model based at least in part on the explicit indication associated with the search result;
and
identifying, based on the model associated with the explicit indication received via the feedback interface of the training canvas, a second set of search results based on a second search query that is different from the first search query.

4 more elements

Dependencies are inferred from the claim text.

Interactive search training

Life of this patent

Interactive search training

Life of this patent

Abstract

Claims20