Machine translation system incorporating syntactic dependency treelets into a statistical framework
US7698124B2 · kind B2 · utility
80Cited by
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9Claims
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Key dates
| Filing date | Dec 16, 2004 |
| Grant date | Apr 13, 2010 |
| Priority date | — |
| Expiry date | Sep 1, 2028 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F40/40
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
In one embodiment of the present invention, a decoder receives a dependency tree as a source language input and accesses a set of statistical models that produce outputs combined in a log linear framework. The decoder also accesses a table of treelet translation pairs and returns a target dependency tree based on the source dependency tree, based on access to the table of treelet translation pairs, and based on the application of the statistical models.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.