Invention Grant
- Patent Title: Active learning systems and methods for rapid porting of machine translation systems to new language pairs or new domains
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Application No.: US12506483Application Date: 2009-07-21
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Publication No.: US08352244B2Publication Date: 2013-01-08
- Inventor: Yuqing Gao , Bing Xiang , Bowen Zhou
- Applicant: Yuqing Gao , Bing Xiang , Bowen Zhou
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Tutunjian & Bitetto, P.C
- Agent Anne V. Dougherty
- Main IPC: G06F17/28
- IPC: G06F17/28
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.
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