Active learning systems and methods for rapid porting of machine translation systems to new language pairs or new domains
US8494837B2 · kind B2 · utility
2Cited by
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20Claims
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Key dates
| Filing date | Aug 14, 2012 |
| Grant date | Jul 23, 2013 |
| Priority date | — |
| Expiry date | Aug 14, 2032 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F40/44
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods for active learning of statistical machine translation systems through dynamic creation and updating of parallel corpus. The systems and methods provided create accurate parallel corpus entries from a test set of sentences, words, phrases, etc. by calculating confidence scores for particular translations. Translations with high confidence scores are added directly to the corpus and the translations with low confidence scores are presented to human translations for corrections.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.