Sequence model processing method and apparatus
US12182684B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Feb 22, 2021 |
| Grant date | Dec 31, 2024 |
| Priority date | — |
| Expiry date | Nov 2, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Embodiments of this application disclose a sequence model processing method and apparatus, to improve a task execution effect of a sequence model. The method includes: inputting a source sequence into an encoder side of a sequence model, the encoder side including a self-attention encoder and a temporal encoder; encoding the source sequence by using the temporal encoder, to obtain a first encoding result, the first encoding result including time series information obtained by performing time series modeling on the source sequence; and encoding the source sequence by using the self-attention encoder, to obtain a second encoding result; inputting a target sequence, the first encoding result, and the second encoding result into a decoder side of the sequence model; and decoding the target sequence, the first encoding result, and the second encoding result by using the decoder side, and outputting a decoding result obtained after the decoding.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.