CPC G06F 40/30 (2020.01) [G06F 16/335 (2019.01); G06F 16/9024 (2019.01); G06F 40/211 (2020.01); G06F 40/247 (2020.01); G06F 40/268 (2020.01); G06F 40/284 (2020.01); G06F 40/295 (2020.01)] | 20 Claims |
1. A system, comprising:
a memory that stores computer-executable components; and
at least a processor, operably coupled to the memory, that executes the computer-executable components stored in the memory, wherein the computer-executable components comprise:
a context component that:
generates a context-based embedding of one or more first terms in a document collection; wherein the context component has a plurality of different modes, wherein respective ones of the plurality of different modes are trained to predict different types of relations and wherein a mode of the plurality of different modes is selected based on a relationship retrieved from a knowledge graph; and
determines that at least two of the one or more first terms that have vector representations that have a similarity value that meets a defined criterion have a hypernymy relation between them, and determines that at least two of the one or more first terms that have vector representations that fail to have a similarity value that meets the defined criterion do not have a hypernymy relation between them, wherein the vector representations are compared to determine whether the hypernymy relation from the knowledge graph for the at least two of the one or more first terms is spurious.
|