Method and apparatus for generating Q and A model by using adversarial learning
US11710046B2 · kind B2 · utility
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3References
11Claims
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Key dates
| Filing date | Nov 29, 2019 |
| Grant date | Jul 25, 2023 |
| Priority date | — |
| Expiry date | Jan 26, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method of generating a question-answer learning model through adversarial learning may include: sampling a latent variable based on constraints in an input passage; generating an answer based on the latent variable; generating a question based on the answer; and machine-learning the question-answer learning model using a dataset of the generated question and answer, wherein the constraints are controlled so that the latent variable is present in a data manifold while increasing a loss of the question-answer learning model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.