Leveraging language models for generating commonsense explanations
US11366969B2 · kind B2 · utility
1Cited by
3References
17Claims
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Key dates
| Filing date | Apr 24, 2019 |
| Grant date | Jun 21, 2022 |
| Priority date | — |
| Expiry date | Oct 9, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N5/02
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
According to some embodiments, systems and methods are provided to develop or provide common sense auto-generated explanations (CAGE) for the reasoning used by an artificial intelligence, neural network, or deep learning model to make a prediction. In some embodiments, the systems and methods use supervised fine-tuning on a language model (LM) to generate such explanations. These explanations may then be used for downstream classification.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.