Inferencer, inference method and inference program
US12288028B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jul 6, 2020 |
| Grant date | Apr 29, 2025 |
| Priority date | — |
| Expiry date | Dec 14, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F40/44
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Improvement is made in performance of a trained neural network that uses positional information indicating a position at which each token included in an input sequence is present in the input sequence. An inferencer includes a first generation unit that generates an intermediate sentence representation based on a first sentence representation having information indicating a value of each token included in the input sequence and first positional information indicating a position at which each token is present in the input sequence; a second generation unit that generates second positional information by modifying the first positional information based on the first sentence representation and the intermediate sentence representation, and that generates a hidden state representation based on the second positional information and the intermediate sentence representation; and a third generation unit that generates a second sentence representation based on the intermediate sentence representation and the hidden state representation.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.