Patent ID: 11908460
Assignee: ORACLE INTERNATIONAL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A training system comprising:
a data-input subsystem configured to access seed data comprising seed tuples, each seed tuple of the seed data comprising a respective seed utterance and a respective seed logical form corresponding to the respective seed utterance; and
a generative adversarial network (GAN) comprising:
a discriminator configured to learn to recognize authentic logical forms; and
a semantic parser configured to learn to map utterances to logical forms; and
an error-minimization module configured to train the discriminator with a first portion of the seed data based on output from the semantic parser to determine an updated discriminator, and train the semantic parser with a second portion of the seed data based on output from the updated discriminator to determine an updated semantic parser,
wherein the semantic parser is useable as part of a dialog system.