Patent №
US 8,538,916
Granted
2013-09-17
Filed 2011
Owner
GOOGLE INC.
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13084504
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for extracting instance attributes from text are described. In one aspect, a method exploits weakly-supervised and unsupervised instance relatedness data, available in the form of labeled classes of instances and distributionally similar instances. The method organizes the data into a graph containing instances, class labels, and attributes. The method propagates attributes among related instances, through random walks over the graph.
AI classification
Ownership
GOOGLE INC.
assignment · 300940736
Assignors
ALFONSECA, ENRIQUE, PASCA, MARIUS, ROBLEDO-ARNUNCIO, ENRIQUE
On an employer assignment, the assignors are typically the inventors.