Transformer-based bug fixing
US12079106B1 · kind B1 · utility
1Cited by
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20Claims
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Key dates
| Filing date | Dec 8, 2021 |
| Grant date | Sep 3, 2024 |
| Priority date | — |
| Expiry date | Sep 19, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N5/04
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Techniques for determining buggy code are described. An encoder/decoder-based (e.g., transformer-based) model approach is described. In some embodiments, a service receives request to perform transformer-based bug fixing on code, performs bug fixing inference to the code by applying a trained encoder/decoder-based model, and reports out a result of the inference, wherein the output includes an indication of a location of a potential edit to be made in the code and the potential edit in the code.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.