18497093. MACHINE LEARNING MODEL EXPLANATION BUILDER (Microsoft Technology Licensing, LLC)
MACHINE LEARNING MODEL EXPLANATION BUILDER
Organization Name
Microsoft Technology Licensing, LLC
Inventor(s)
Jonathan Ephrath of Herzliya IL
MACHINE LEARNING MODEL EXPLANATION BUILDER
This abstract first appeared for US patent application 18497093 titled 'MACHINE LEARNING MODEL EXPLANATION BUILDER
Original Abstract Submitted
A system embeds source content segments of the source content to generate input vectors of the source content segments and embeds generated content segments of the artificial-intelligence-generated content to generate output vectors of the generated content segments. The system performs a similarity measurement on the input vectors and the output vectors to generate a similarity score for each pair of input vectors and output vectors. The system defines a similarity correspondence between individual content segments of the source content to individual generated content segments of the artificial-intelligence-generated content, based on performing the similarity measurement and outputs the explanation to a user interface device. The explanation indicates generated result correspondences between the individual content segments of the source content and the individual generated content segments of the artificial-intelligence-generated content.