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公开(公告)号：US20240362426A1
公开(公告)日：2024-10-31
申请号：US18763441
申请日：2024-07-03
发明人： Renxian Zhang , Jinnan Lu , Zhanxuan Ding , Jie Ma , Syed Salman Ali , Jason Cox , Xun Li
IPC分类号： G06F40/47 , G06F40/20 , G06F40/211 , G06F40/42 , G06F40/44 , G06F40/51 , G06F40/55 , G06N3/04 , G06N3/044 , G06N3/082 , G06N3/086 , G06N5/025 , G06N7/01 , G06N20/00
CPC分类号： G06F40/47 , G06F40/211 , G06F40/42 , G06F40/44 , G06F40/51 , G06F40/55 , G06N3/04 , G06N3/044 , G06N3/082 , G06N3/086 , G06N5/025 , G06N7/01 , G06N20/00 , G06F40/20
摘要： Provided are computer implemented systems and methods for generating a user interface for language translation, including: providing domain specific machine translation models; generating a machine translation user interface comprising an input text element; outputting the machine translation user interface; receiving user input text at the input text element in a first language from a first user; selecting a selected domain specific machine translation model in the domain specific machine translation models by applying a machine selector model of the machine selector module, the machine selector model for selecting the selected domain specific machine translation model by classifying the input text element as in-domain for the selected domain specific translation model; translating the input text element from a first language into a second language as an output text element based on the selected domain specific machine translation model; and updating the machine translation user interface to comprise the output text element.
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公开(公告)号：US20230376698A1
公开(公告)日：2023-11-23
申请号：US18228842
申请日：2023-08-01
发明人： Renxian Zhang , Jinnan Lu , Zhanxuan Ding , Jie Ma , Syed Salman Ali , Jason Cox , Xun Li
IPC分类号： G06F40/47 , G06F40/51 , G06F40/55 , G06N3/04 , G06F40/211 , G06F40/44 , G06F40/42 , G06N20/00 , G06N3/082 , G06N3/086 , G06N5/025 , G06N3/044 , G06N7/01
CPC分类号： G06F40/47 , G06F40/51 , G06F40/55 , G06N3/04 , G06F40/211 , G06F40/44 , G06F40/42 , G06N20/00 , G06N3/082 , G06N3/086 , G06N5/025 , G06N3/044 , G06N7/01 , G06F40/20
摘要： Provided are computer implemented systems and methods for providing improved language translation, including translation of input text to an output translated text Selement. This may include providing for rule-based language translation. This may further include a plurality of machine translation models adapted to different translation domains. A machine translation selector is described that selects an in-domain machine translator from the plurality of machine translation models based on an input text element. The selected in-domain machine translator may generate a first translated text element from the input text element. A post-editor module may generate a second translated text element by predicting a post-edit to the first translated text element. The first translated text element and the second translated text element are evaluated by a quality evaluation model that determines a first metric associated with the first translated text element and a second metric associated with the second text element.
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公开(公告)号：US11763098B2
公开(公告)日：2023-09-19
申请号：US16939692
申请日：2020-07-27
发明人： Renxian Zhang , Jinnan Lu , Zhanxuan Ding , Jie Ma , Syed Salman Ali , Jason Cox , Xun Li
IPC分类号： G06F40/47 , G06F40/211 , G06F40/42 , G06F40/44 , G06F40/51 , G06F40/55 , G06N3/04 , G06N3/08 , G06N5/02 , G06N7/00 , G06N20/00 , G06N3/082 , G06N3/086 , G06N5/025 , G06N3/044 , G06N7/01 , G06F40/20
CPC分类号： G06F40/47 , G06F40/211 , G06F40/42 , G06F40/44 , G06F40/51 , G06F40/55 , G06N3/04 , G06N3/044 , G06N3/082 , G06N3/086 , G06N5/025 , G06N7/01 , G06N20/00 , G06F40/20
摘要： Provided are computer implemented systems and methods for providing improved language translation, including translation of input text to an output translated text element. This may include providing for rule-based language translation. This may further include a plurality of machine translation models adapted to different translation domains. A machine translation selector is described that selects an in-domain machine translator from the plurality of machine translation models based on an input text element. The selected in-domain machine translator may generate a first translated text element from the input text element. A post-editor module may generate a second translated text element by predicting a post-edit to the first translated text element. The first translated text element and the second translated text element are evaluated by a quality evaluation model that determines a first metric associated with the first translated text element and a second metric associated with the second text element.
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