Training for a text-to-text application which uses string to tree conversion for training and decoding
US8600728B2 · kind B2 · utility
53Cited by
220References
40Claims
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Key dates
| Filing date | Oct 12, 2005 |
| Grant date | Dec 3, 2013 |
| Priority date | — |
| Expiry date | Jun 30, 2028 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F40/44
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Training and translation using trees and/or subtrees as parts of the rules. A target language is word aligned with a source language, and at least one of the languages is parsed into trees. The trees are used for training, by aligning conversion steps, forming a manual set of information representing the conversion steps and then learning rules from that reduced set. The rules include subtrees as parts thereof, and are used for decoding, along with an n-gram language model and a syntax based language mode.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.