发明申请
US20120310869A1 ACTIVE LEARNING SYSTEMS AND METHODS FOR RAPID PORTING OF MACHINE TRANSLATION SYSTEMS TO NEW LANGUAGE PAIRS OR NEW DOMAINS
有权
主动学习系统和方法将机器翻译系统快速复制到新的语言对或新的领域
- 专利标题： ACTIVE LEARNING SYSTEMS AND METHODS FOR RAPID PORTING OF MACHINE TRANSLATION SYSTEMS TO NEW LANGUAGE PAIRS OR NEW DOMAINS
- 专利标题（中）： 主动学习系统和方法将机器翻译系统快速复制到新的语言对或新的领域
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申请号： US13585266申请日： 2012-08-14
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公开(公告)号： US20120310869A1公开(公告)日： 2012-12-06
- 发明人: Yuqing Gao , Bing Xiang , Bowen Zhou
- 申请人： Yuqing Gao , Bing Xiang , Bowen Zhou
- 申请人地址： US NY Armonk
- 专利权人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人地址： US NY Armonk
- 主分类号： G06F15/18
- IPC分类号： G06F15/18
摘要：
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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