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1. 发明授权

US09836459B2 Systems and methods for multi-user mutli-lingual communications 有权
公开(公告)号：US09836459B2
公开(公告)日：2017-12-05
申请号：US15433513
申请日：2017-02-15
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon , Francois Orsini , Nikhil Bojja , Shailen Karur
IPC分类号： G06F17/28 , G06F17/27 , G06F17/24 , H04L12/58
CPC分类号： G06F17/289 , G06F17/24 , G06F17/273 , G06F17/275 , G06F17/2836 , H04L12/1827 , H04L51/046 , H04L51/063 , H04L51/10
摘要： Various embodiments described herein facilitate multi-lingual communications. The systems and methods of some embodiments may enable multi-lingual communications through different modes of communications including, for example, Internet-based chat, e-mail, text-based mobile phone communications, postings to online forums, postings to online social media services, and the like. Certain embodiments may implement communications systems and methods that translate text between two or more languages (e.g., spoken), while handling/accommodating for one or more of the following in the text: specialized/domain-related jargon, abbreviations, acronyms, proper nouns, common nouns, diminutives, colloquial words or phrases, and profane words or phrases.

2. 发明申请

US20170024372A1 Systems and Methods for Language Detection 审中-公开
标题翻译：语言检测系统与方法
公开(公告)号：US20170024372A1
公开(公告)日：2017-01-26
申请号：US15283646
申请日：2016-10-03
申请人： Machine Zone, Inc.
发明人： Nikhil Bojja , Pidong Wang , Shiman Guo
IPC分类号： G06F17/27 , G06F17/24
CPC分类号： G06F17/275 , G06F17/273
摘要： Implementations of the present disclosure are directed to a method, a system, and a computer program storage device for identifying a language in a message. Non-language characters are removed from a text message to generate a sanitized text message. An alphabet and/or a script are detected in the sanitized text message by performing at least one of (i) an alphabet-based language detection test to determine a first set of scores and (ii) a script-based language detection test to determine a second set of scores. Each score in the first set of scores represents a likelihood that the sanitized text message includes the alphabet for one of a plurality of different languages. Each score in the second set of scores represents a likelihood that the sanitized text message includes the script for one of the plurality of different languages. The language in the sanitized text message is identified based on at least one of the first set of scores, the second set of scores, and a combination of the first and second sets of scores.
摘要翻译：本公开的实现涉及用于识别消息中的语言的方法，系统和计算机程序存储设备。从文本消息中删除非语言字符以生成消毒的文本消息。通过执行（i）基于字母的语言检测测试来确定第一组分数和（ii）基于脚本的语言检测测试以确定第一组分数中的至少一个，在消毒的文本消息中检测字母表和/或脚本第二组分数。第一组分数中的每个分数表示消化的文本消息包括多种不同语言之一的字母表的可能性。第二组分数中的每个分数表示消毒的文本消息包括用于多种不同语言之一的脚本的可能性。消毒文本消息中的语言基于第一组分数，第二组分数以及第一组和第二组分数的组合中的至少一个来识别。

3. 发明授权

US08996353B2 Systems and methods for multi-user multi-lingual communications 有权
公开(公告)号：US08996353B2
公开(公告)日：2015-03-31
申请号：US14294690
申请日：2014-06-03
申请人： Machine Zone, Inc.
发明人： Francois Orsini , Nikhil Bojja
IPC分类号： G06F17/28 , G06F17/21 , G06Q30/02 , G06Q10/10
CPC分类号： G06F17/289 , G06Q10/10 , G06Q10/107 , G06Q30/0201 , G06Q30/0217
摘要： Various embodiments described herein facilitate multi-lingual communications. The systems and methods of some embodiments enable multi-lingual communications through different modes of communication including, for example, Internet-based chat, e-mail, text-based mobile phone communications, postings to online forums, postings to online social media services, and the like. Certain embodiments implement communication systems and methods that translate text between two or more languages. Users of the systems and methods may be incentivized to submit corrections for inaccurate or erroneous translations, and may receive a reward for these submissions. Systems and methods for assessing the accuracy of translations are described.

4. 发明申请

US20170213138A1 DETERMINING USER SENTIMENT IN CHAT DATA 审中-公开
公开(公告)号：US20170213138A1
公开(公告)日：2017-07-27
申请号：US15007639
申请日：2016-01-27
申请人： Machine Zone, Inc.
发明人： Nikhil Bojja , Shivasankari Kannan , Satheeshkumar Karuppusamy
IPC分类号： G06N5/04 , G06N7/00 , G06N99/00
CPC分类号： G06N5/04 , G06F17/27 , G06N7/005 , G06N20/00
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a message authored by a user, determining, using a first classifier, that the message contains at least a first word describing positive or negative sentiment and, based thereon, extracting, using a first feature extractor, one or more features of the message, wherein each feature comprises a respective word or phrase in the message and a respective weight signifying a degree of positive or negative sentiment, and determining, using a second classifier that uses the extracted features as input, a score describing a degree of positive or negative sentiment of the message, wherein the first feature extractor was trained with a set of training messages that each was labeled as having positive or negative sentiment.

5. 发明申请

US20160232156A1 SYSTEMS AND METHODS FOR DETERMINING TRANSLATION ACCURACY IN MULTI-USER MULTI-LINGUAL COMMUNICATIONS 有权
标题翻译：用于多用户多通信的翻译准确度的系统和方法
公开(公告)号：US20160232156A1
公开(公告)日：2016-08-11
申请号：US15099405
申请日：2016-04-14
申请人： Machine Zone, Inc.
发明人： Francois Orsini , Nikhil Bojja , Arun Nedunchezhian
IPC分类号： G06F17/28 , G06F17/27 , H04L12/58
CPC分类号： G06F17/2854 , G06F17/273 , G06F17/2735 , G06F17/274 , G06F17/289 , G06Q10/107 , G06Q30/0208 , G06Q30/0217 , G06Q50/01 , H04L51/04
摘要： Various embodiments described herein facilitate multi-lingual communications. The systems and methods of some embodiments enable multi-lingual communications through different modes of communication including, for example, Internet-based chat, e-mail, text-based mobile phone communications, postings to online forums, postings to online social media services, and the like. Certain embodiments implement communication systems and methods that translate text between two or more languages. Users of the systems and methods may be incentivized to submit corrections for inaccurate or erroneous translations, and may receive a reward for these submissions. Systems and methods for assessing the accuracy of translations are described.
摘要翻译：本文描述的各种实施例有助于多语言通信。一些实施例的系统和方法能够通过不同的通信模式进行多语言通信，包括例如基于因特网的聊天，电子邮件，基于文本的移动电话通信，向在线论坛发布的帖子，在线社交媒体服务的发布，等等。某些实施例实现了在两种或多种语言之间翻译文本的通信系统和方法。系统和方法的用户可能会被激励以对不准确或错误的翻译提交更正，并可能会收到这些提交的奖励。描述了用于评估翻译精度的系统和方法。

6. 发明申请

US20160203129A1 SYSTEMS AND METHODS FOR INCENTIVIZING USER FEEDBACK FOR TRANSLATION PROCESSING 有权
标题翻译：激活用户反馈进行翻译处理的系统和方法
公开(公告)号：US20160203129A1
公开(公告)日：2016-07-14
申请号：US15076249
申请日：2016-03-21
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon , Francois Orsini , Nikhil Bojja
IPC分类号： G06F17/28 , G06Q30/02 , G07F17/32
CPC分类号： G06F17/28 , G06F17/2854 , G06F17/289 , G06F17/30648 , G06F17/30669 , G06Q30/0217 , G07F17/3255
摘要： Systems and methods of various embodiments may enable or refine translation of text between a first language and a second language. In particular, systems and methods may enable or refine a text translation by soliciting and/or receiving feedback for: translation of a first word or phrase from a first language to a second language; transformation of the first word or phrase (in the first language) to a second word or phrase in the first language; or transformation of the first word or phrase (in the first language) to a second word or phrase in the second language. The systems and methods of various embodiments may incentivize user feedback for failed translations in order to encourage user feedback, improve the quality of user feedback received, and to permit development of translation corpora that can evolve with time.
摘要翻译：各种实施例的系统和方法可以实现或改进第一语言和第二语言之间的文本翻译。特别地，系统和方法可以通过征求和/或接收反馈来实现或改进文本翻译：将第一单词或短语从第一语言翻译成第二语言; 将第一个单词或短语（第一语言）转换为第一个语言的第二个单词或短语; 或将第一个单词或短语（以第一语言）转换成第二语言中的第二个单词或短语。各种实施例的系统和方法可以激励用户对失败翻译的反馈，以便鼓励用户反馈，提高所接收的用户反馈的质量，并允许开发随时间演变的翻译语料库。

7. 发明授权

US09031829B2 Systems and methods for multi-user multi-lingual communications 有权
标题翻译：多用户多语言通信的系统和方法
公开(公告)号：US09031829B2
公开(公告)日：2015-05-12
申请号：US14294675
申请日：2014-06-03
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon , Francois Orsini , Nikhil Bojja
IPC分类号： G06F17/28 , G10L13/08 , G10L13/04 , G10L15/26 , G06Q30/02 , G06Q10/10
CPC分类号： G06F17/289 , G06F17/28 , G06F17/2854 , G06Q10/10 , G06Q10/107 , G06Q30/0217 , G10L13/043 , G10L13/08 , G10L15/265
摘要： Various embodiments described herein facilitate multi-lingual communications. The systems and methods of some embodiments enable multi-lingual communications through different modes of communication including, for example, Internet-based chat, e-mail, text-based mobile phone communications, postings to online forums, postings to online social media services, and the like. Certain embodiments implement communication systems and methods that translate text between two or more languages. Users of the systems and methods may be incentivized to submit corrections for inaccurate or erroneous translations, and may receive a reward for these submissions. Systems and methods for assessing the accuracy of translations are described.
摘要翻译：本文描述的各种实施例有助于多语言通信。一些实施例的系统和方法能够通过不同的通信模式进行多语言通信，包括例如基于因特网的聊天，电子邮件，基于文本的移动电话通信，向在线论坛发布的帖子，在线社交媒体服务的发布，等等。某些实施例实现了在两种或多种语言之间翻译文本的通信系统和方法。系统和方法的用户可能会被激励以对不准确或错误的翻译提交更正，并可能会收到这些提交的奖励。描述了用于评估翻译精度的系统和方法。

8. 发明申请

US20140229157A1 SYSTEMS AND METHODS FOR INCENTIVIZING USER FEEDBACK FOR TRANSLATION PROCESSING 有权
标题翻译：激活用户反馈进行翻译处理的系统和方法
公开(公告)号：US20140229157A1
公开(公告)日：2014-08-14
申请号：US14221142
申请日：2014-03-20
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon , Francois Orsini , Nikhil Bojja , Shailen Karur
IPC分类号： G06Q30/02 , G06F17/28
CPC分类号： G06F17/28 , G06F17/2854 , G06F17/289 , G06F17/30648 , G06F17/30669 , G06Q30/0217 , G07F17/3255
摘要： Systems and methods of various embodiments may enable or refine translation of text between a first language and a second language. In particular, systems and methods may enable or refine a text translation by soliciting and/or receiving feedback for: translation of a first word or phrase from a first language to a second language; transformation of the first word or phrase (in the first language) to a second word or phrase in the first language; or transformation of the first word or phrase (in the first language) to a second word or phrase in the second language. The systems and methods of various embodiments may incentivize user feedback for failed translations in order to encourage user feedback, improve the quality of user feedback received, and to permit development of translation corpora that can evolve with time.
摘要翻译：各种实施例的系统和方法可以实现或改进第一语言和第二语言之间的文本翻译。特别地，系统和方法可以通过征求和/或接收反馈来实现或改进文本翻译：将第一单词或短语从第一语言翻译成第二语言; 将第一个单词或短语（第一语言）转换为第一个语言的第二个单词或短语; 或将第一个单词或短语（以第一语言）转换成第二语言中的第二个单词或短语。各种实施例的系统和方法可以激励用户对失败翻译的反馈，以便鼓励用户反馈，提高所接收的用户反馈的质量，并允许开发随时间演变的翻译语料库。

9. 发明申请

US20140229156A1 SYSTEMS AND METHODS FOR MULTI-USER MULTI-LINGUAL COMMUNICATIONS 有权
标题翻译：多用户多通信系统与方法
公开(公告)号：US20140229156A1
公开(公告)日：2014-08-14
申请号：US14218668
申请日：2014-03-18
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon , Francois Orsini , Nikhil Bojja , Shailen Karur
IPC分类号： G06F17/28
CPC分类号： G06F17/289 , G06F17/24 , G06F17/273 , G06F17/275 , G06F17/2836 , H04L12/1827 , H04L51/046 , H04L51/063 , H04L51/10
摘要： Various embodiments described herein facilitate multi-lingual communications. The systems and methods of some embodiments may enable multi-lingual communications through different modes of communications including, for example, Internet-based chat, e-mail, text-based mobile phone communications, postings to online forums, postings to online social media services, and the like. Certain embodiments may implement communications systems and methods that translate text between two or more languages (e.g., spoken), while handling/accommodating for one or more of the following in the text: specialized/domain-related jargon, abbreviations, acronyms, proper nouns, common nouns, diminutives, colloquial words or phrases, and profane words or phrases.
摘要翻译：本文描述的各种实施例有助于多语言通信。一些实施例的系统和方法可以通过不同的通信模式来实现多语言通信，包括例如基于因特网的聊天，电子邮件，基于文本的移动电话通信，在线论坛的发布，到在线社交媒体服务的发布，等等。某些实施例可以实现在两种或多种语言（例如，口语）之间翻译文本的通信系统和方法，同时处理/适应文本中的一个或多个以下内容：专门的/与领域相关的术语，缩略语，首字母缩略语，专有名词常用名词，缩写词，口语单词或短语，以及亵渎的单词或短语。

10. 发明申请

US20180075024A1 SYSTEMS AND METHODS FOR MULTI-USER MUTLI-LINGUAL COMMUNICATIONS 审中-公开
公开(公告)号：US20180075024A1
公开(公告)日：2018-03-15
申请号：US15804519
申请日：2017-11-06
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon , Francois Orsini , Nikhil Bojja , Shailen Karur
IPC分类号： G06F17/28 , G06F17/24 , G06F17/27 , H04L12/58
CPC分类号： G06F17/289 , G06F17/24 , G06F17/273 , G06F17/275 , G06F17/2836 , H04L12/1827 , H04L51/046 , H04L51/063 , H04L51/10
摘要： Various embodiments described herein facilitate multi-lingual communications. The systems and methods of some embodiments may enable multi-lingual communications through different modes of communications including, for example, Internet-based chat, e-mail, text-based mobile phone communications, postings to online forums, postings to online social media services, and the like. Certain embodiments may implement communications systems and methods that translate text between two or more languages (e.g., spoken), while handling/accommodating for one or more of the following in the text: specialized/domain-related jargon, abbreviations, acronyms, proper nouns, common nouns, diminutives, colloquial words or phrases, and profane words or phrases.

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