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1. 发明授权

US10198437B2 Machine translation device and machine translation method in which a syntax conversion model and a word translation model are combined 有权
公开(公告)号：US10198437B2
公开(公告)日：2019-02-05
申请号：US13883758
申请日：2011-07-20
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Yeon Su Lee , Seong Wook Lee , Hae Chang Rim
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Yeon Su Lee , Seong Wook Lee , Hae Chang Rim
IPC分类号： G06F17/28
摘要： The present invention relates to statistical machine translation, and provides a machine translation device and a machine translation method that acquire a creation probability for a target language from a single corpus while extracting respective conversion probabilities by extracting syntax conversion knowledge and word translation knowledge from a parallel corpus, model a weighted translation model by allowing each of the conversion knowledge and each of the probabilities to learn using a translation model learning device, and generate a target sentence through decoding processes of a syntax converter and a word translator by applying the translation model to a source sentence input in real time, thereby resolving disadvantages of the existing phrase-based SMT and syntax-based SMT and combining advantages thereof.

2. 发明申请

US20130226556A1 MACHINE TRANSLATION DEVICE AND MACHINE TRANSLATION METHOD IN WHICH A SYNTAX CONVERSION MODEL AND A WORD TRANSLATION MODEL ARE COMBINED 审中-公开
标题翻译：语音转换模型和字翻译模型组合在一起的机器翻译设备和机器翻译方法
公开(公告)号：US20130226556A1
公开(公告)日：2013-08-29
申请号：US13883758
申请日：2011-07-20
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Yeon Su Lee , Seong Wook Lee , Hae Chang Rim
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Yeon Su Lee , Seong Wook Lee , Hae Chang Rim
IPC分类号： G06F17/28
CPC分类号： G06F17/289 , G06F17/2818 , G06F17/2872
摘要： The present invention relates to statistical machine translation, and provides a machine translation device and a machine translation method that acquire a creation probability for a target language from a single corpus while extracting respective conversion probabilities by extracting syntax conversion knowledge and word translation knowledge from a parallel corpus, model a weighted translation model by allowing each of the conversion knowledge and each of the probabilities to learn using a translation model learning device, and generate a target sentence through decoding processes of a syntax converter and a word translator by applying the translation model to a source sentence input in real time, thereby resolving disadvantages of the existing phrase-based SMT and syntax-based SMT and combining advantages thereof.
摘要翻译：本发明涉及统计机器翻译，并且提供一种机器翻译装置和机器翻译方法，其从单个语料库获取目标语言的创建概率，同时通过从并行提取语法转换知识和文字翻译知识来提取相应的转换概率语料库，通过允许每个转换知识和每个概率学习使用翻译模型学习装置来建模加权翻译模型，并且通过将翻译模型应用于语法转换器和单词翻译器的解码处理来生成目标句子源语句实时输入，从而解决现有的基于短语的SMT和基于语法的SMT的缺点，并结合其优点。

3. 发明申请

US20140012564A1 APPARATUS AND METHOD FOR CONSTRUCTING VERBAL PHRASE TRANSLATION PATTERN USING BILINGUAL PARALLEL CORPUS 有权
标题翻译：使用平行平行机构构建VERBAL PHRASE翻译图案的装置和方法
公开(公告)号：US20140012564A1
公开(公告)日：2014-01-09
申请号：US13878082
申请日：2011-07-08
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Hae Chang Rim , Joo Young Lee
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Hae Chang Rim , Joo Young Lee
IPC分类号： G06F17/28
CPC分类号： G06F17/28 , G06F17/271 , G06F17/2775 , G06F17/2818 , G06F17/2827
摘要： Disclosed all an apparatus and a method for constructing a verb phrase translation pattern using a bilingual parallel corpus which recognizes a predicate and an argument using a syntax analysis result and a word alignment result of a source sentence from a plurality of bilingual parallel corpus, extracts a translation pattern candidate and an occurrence frequency using the recognized predicate and argument, and then generates a basic verb phrase translation pattern by verifying the translation pattern candidate, and generalizes the generated basic verb phrase translation pattern to generate a general verb phrase pattern so as to be applied to various language pairs and minimize an error in the verb phrase translation pattern and determine an appropriate generalization level using a co-occurrence frequency of a predicate and an argument of the verb phrase translation pattern and a translation probability of the predicate.
摘要翻译：公开了使用双语平行语料库构建动词短语翻译模式的所有装置和方法，其使用来自多个双语平行语料库的语言分析结果和源语句的词对齐结果识别谓词和参数，提取翻译模式候选者和使用识别的谓词和参数的出现频率，然后通过验证翻译模式候选来生成基本的动词短语翻译模式，并且将所生成的基本动词短语翻译模式概括为一般的动词短语模式，以便成为应用于各种语言对，并使动词短语翻译模式中的错误最小化，并使用动词短语翻译模式的谓词和参数的共现频率以及谓词的翻译概率来确定适当的泛化级别。

4. 发明申请

US20140303955A1 APPARATUS AND METHOD FOR RECOGNIZING AN IDIOMATIC EXPRESSION USING PHRASE ALIGNMENT OF A PARALLEL CORPUS 审中-公开
标题翻译：使用并行公司的对齐对准识别身份表达的装置和方法
公开(公告)号：US20140303955A1
公开(公告)日：2014-10-09
申请号：US13820199
申请日：2011-05-25
申请人： Sang-Bum Kim , Chang Hao Yin , Young Sook Hwang , Hae Chang Rim , Hyoung Gyu Lee
发明人： Sang-Bum Kim , Chang Hao Yin , Young Sook Hwang , Hae Chang Rim , Hyoung Gyu Lee
IPC分类号： G06F17/28
CPC分类号： G06F17/289 , G06F17/2775 , G06F17/2818 , G06F17/2827
摘要： The present disclosure relates to an apparatus and a method for recognizing an idiomatic expression using phrase alignment of a bilingual parallel corpus, and more particularly, to an apparatus and a method for recognizing an idiomatic expression using phrase alignment of a parallel corpus which extract a candidate idiomatic expression using phrase alignment information of a bilingual parallel corpus and measure an idiomatic expression index for every extracted candidate idiomatic expression to recognize the candidate idiomatic expression as an idiomatic expression to resolve errors in measuring a translational entropy of a word and extracting a representative translated word of the word and improve the accuracy of the idiomatic expression recognition.
摘要翻译：本公开涉及一种使用双语平行语料库的短语对齐来识别习语表达的装置和方法，更具体地，涉及一种使用提取候选者的平行语料库的短语对齐来识别惯用语言的装置和方法使用双语平行语料库的短语对齐信息的习语表达，并测量每个提取的候选习语表达式的惯用表达式，以将候选习语表达式识别为惯用语言，以解决测量单词的翻译熵和提取代表性翻译单词时的错误的字，提高习语表达式的准确性。

5. 发明授权

US08818792B2 Apparatus and method for constructing verbal phrase translation pattern using bilingual parallel corpus 有权
标题翻译：使用双语平行语料库构建口头短语翻译模式的装置和方法
公开(公告)号：US08818792B2
公开(公告)日：2014-08-26
申请号：US13878082
申请日：2011-07-08
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Hae Chang Rim , Joo Young Lee
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Hae Chang Rim , Joo Young Lee
IPC分类号： G06F17/28
CPC分类号： G06F17/28 , G06F17/271 , G06F17/2775 , G06F17/2818 , G06F17/2827
摘要： An apparatus and a method for constructing a verb phrase translation pattern using a bilingual parallel corpus. Each of the apparatus or method recognizes a predicate and an argument using a syntax analysis result and a word alignment result of a source sentence from a plurality of bilingual parallel corpus, extracts a translation pattern candidate and an occurrence frequency using the recognized predicate and argument, and then generates a basic verb phrase translation pattern by verifying the translation pattern candidate, and generalizes the generated basic verb phrase translation pattern to generate a general verb phrase pattern so as to be applied to various language pairs and minimize an error in the verb phrase translation pattern and determine an appropriate generalization level using a co-occurrence frequency of a predicate and an argument of the verb phrase translation pattern and a translation probability of the predicate.
摘要翻译：一种使用双语平行语料库构建动词短语翻译模式的装置和方法。所述装置或方法中的每一个使用语法分析结果和来自多个双语平行语料库的源语句的单词对齐结果识别谓词和参数，使用所识别的谓词和参数提取翻译模式候选和出现频率，然后通过验证翻译模式候选来生成基本的动词短语翻译模式，并且将所生成的基本动词短语翻译模式概括为生成一般动词短语模式，以便应用于各种语言对，并使动词短语翻译中的错误最小化使用动词短语翻译模式的谓词和参数的共现频率以及谓词的翻译概率来确定适当的泛化级别。

6. 发明申请

US20130132064A1 APPARATUS AND METHOD FOR DECODING USING JOINT TOKENIZATION AND TRANSLATION 有权
标题翻译：使用联合归纳和翻译来解码的装置和方法
公开(公告)号：US20130132064A1
公开(公告)日：2013-05-23
申请号：US13813463
申请日：2011-05-25
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Xinyan Xiao , Yang Liu , Qun Liu , Shouxun Lin
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Xinyan Xiao , Yang Liu , Qun Liu , Shouxun Lin
IPC分类号： G06F17/28
CPC分类号： G06F17/28 , G06F17/2818 , G06F17/2863
摘要： Disclosed are a joint decoding apparatus and a joint decoding method that joins a tokenization process and a translation process. More particularly, the present disclosure can generate all available candidate tokens, reduce translation errors, and obtain an optimal translation result by jointly conducting a decoding by simultaneously conducting the tokenization process and the translation process for an input character sequence while decoding.
摘要翻译：公开了一种联合解码装置和联合解码方法，其连接令牌化处理和翻译处理。更具体地，本公开可以通过在解码时同时进行令牌化处理和输入字符序列的转换处理来共同进行解码来生成所有可用的候选令牌，减少翻译错误，并获得最佳翻译结果。

7. 发明授权

US08543376B2 Apparatus and method for decoding using joint tokenization and translation 有权
标题翻译：使用联合标记和翻译进行解码的装置和方法
公开(公告)号：US08543376B2
公开(公告)日：2013-09-24
申请号：US13813463
申请日：2011-05-25
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Xinyan Xiao , Yang Liu , Qun Liu , Shouxun Lin
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Xinyan Xiao , Yang Liu , Qun Liu , Shouxun Lin
IPC分类号： G06F17/28
CPC分类号： G06F17/28 , G06F17/2818 , G06F17/2863
摘要： Disclosed are a joint decoding apparatus and a joint decoding method that joins a tokenization process and a translation process. More particularly, the present disclosure can generate all available candidate tokens, reduce translation errors, and obtain an optimal translation result by jointly conducting a decoding by simultaneously conducting the tokenization process and the translation process for an input character sequence while decoding.
摘要翻译：公开了一种联合解码装置和联合解码方法，其连接令牌化处理和翻译处理。更具体地，本公开可以通过在解码时同时进行令牌化处理和输入字符序列的转换处理来共同进行解码来生成所有可用的候选令牌，减少翻译错误，并获得最佳翻译结果。

8. 发明申请

US20130158975A1 STATISTICAL MACHINE TRANSLATION METHOD USING DEPENDENCY FOREST 审中-公开
标题翻译：使用依赖森林的统计机器翻译方法
公开(公告)号：US20130158975A1
公开(公告)日：2013-06-20
申请号：US13818137
申请日：2011-05-31
申请人： Young Sook Hwang , Sang-Bum Kim , Shouxun Lin , Zhaopeng Tu , Yang Liu , Qun Liu , Chang Hao Yin
发明人： Young Sook Hwang , Sang-Bum Kim , Shouxun Lin , Zhaopeng Tu , Yang Liu , Qun Liu , Chang Hao Yin
IPC分类号： G06F17/28
CPC分类号： G06F17/2872 , G06F17/271 , G06F17/2818
摘要： The present invention relates to the use of a plurality of dependency trees in tree-based statistical machine translation and proposes a dependency forest to effectively process the plurality of dependency trees. The present invention can improve a translation capability by generating a translation rule and a dependency language model by using the dependency forest and applying the generated translation rule and dependency language model when a source language text is converted to a target language text.
摘要翻译：本发明涉及在基于树的统计机器翻译中使用多个依赖关系树，并且提出依赖林以有效地处理多个依赖关系树。本发明可以通过在源语言文本被转换为目标语言文本时通过使用依赖性林并应用生成的翻译规则和依赖语言模型来生成翻译规则和依赖语言模型来提高翻译能力。

9. 发明申请

US20130117010A1 METHOD AND DEVICE FOR FILTERING A TRANSLATION RULE AND GENERATING A TARGET WORD IN HIERARCHICAL-PHASE-BASED STATISTICAL MACHINE TRANSLATION 审中-公开
标题翻译：在基于分层的统计机器翻译中过滤翻译规则并产生目标字的方法和装置
公开(公告)号：US20130117010A1
公开(公告)日：2013-05-09
申请号：US13809835
申请日：2011-05-31
申请人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Zhiyang Wang , Qun Liu , Yajuan Lv
发明人： Young Sook Hwang , Sang-Bum Kim , Chang Hao Yin , Zhiyang Wang , Qun Liu , Yajuan Lv
IPC分类号： G06F17/28
CPC分类号： G06F17/2881 , G06F17/2818 , G06F17/2872
摘要： Disclosure relates to a statistical machine translation field, and more particularly to a method and a device for filtering a translation rule and generating a target word in a hierarchical phrase-based statistical machine translation. The method and device filters a translation rule using a relaxed-well-formed dependency structure and generates a target word by referring to a head word of a source word in a hierarchical phrase-based statistical machine translation. The disclosure improves a translation performance while reducing a number of translation rules, in comparison with a hierarchical phrase-based original translation rule table.
摘要翻译：公开涉及统计机器翻译领域，更具体地涉及一种用于过滤翻译规则并在基于分层短语的统计机器翻译中生成目标词的方法和装置。该方法和设备使用轻松完善的依赖结构来过滤翻译规则，并通过参考基于分层短语的统计机器翻译中的源词的头字来生成目标词。与基于分层短语的原始翻译规则表相比，本公开改善了翻译性能，同时减少了多个翻译规则。

10. 发明申请

US20090063128A1 DEVICE AND METHOD FOR INTERACTIVE MACHINE TRANSLATION 有权
标题翻译：交互机器翻译的设备和方法
公开(公告)号：US20090063128A1
公开(公告)日：2009-03-05
申请号：US12204960
申请日：2008-09-05
申请人： Young Ae SEO , Chang Hyun Kim , Seong Il Yang , Young Sook Hwang , Chang Hao Yin , Eun Jin Park , Sung Kwon Choi , Ki Young Lee , Oh Woog Kwon , Yoon Hyung Roh , Young Kil Kim
发明人： Young Ae SEO , Chang Hyun Kim , Seong Il Yang , Young Sook Hwang , Chang Hao Yin , Eun Jin Park , Sung Kwon Choi , Ki Young Lee , Oh Woog Kwon , Yoon Hyung Roh , Young Kil Kim
IPC分类号： G06F17/28
CPC分类号： G06F17/2872 , G06F17/2881
摘要： Provided are a device and method for interactive machine translation. The device includes a machine translation engine having a morphological/syntactic analyzer for analyzing morphemes and sentences of an original text and generating original text analysis information, and a translation generator for generating a translation and translation generation information on the basis of the original text analysis information, and a user interface module for displaying sentence structures of the original text and the translation, and a relationship between the original text and the translation to a user on the basis of the original text analysis information and the translation generation information, and for receiving corrections to the original text or the translation from the user. The device and method provide a user interface whereby the user can effectively recognize and correct a mistranslated part and a cause of the mistranslation, and rapidly provides a re-translated result according to the correction. Thus, it is possible to perform high-quality translation which satisfies the user.
摘要翻译：提供了一种用于交互式机器翻译的装置和方法。该设备包括具有用于分析原始文本的语素和句子并生成原始文本分析信息的形态/语法分析器的机器翻译引擎，以及用于基于原始文本分析信息生成翻译和翻译生成信息的翻译生成器以及用于基于原始文本分析信息和翻译生成信息显示原始文本和翻译的句子结构的用户界面模块以及原始文本与用户的翻译之间的关系，并且用于接收修正到原始文本或用户的翻译。该装置和方法提供用户界面，由此用户可以有效地识别和纠正错译部分和误译原因，并根据校正快速提供重新翻译的结果。因此，可以进行满足用户的高质量的翻译。

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