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1. 发明授权

US10765956B2 Named entity recognition on chat data 有权
公开(公告)号：US10765956B2
公开(公告)日：2020-09-08
申请号：US14990540
申请日：2016-01-07
申请人： MZ IP Holdings, LLC
发明人： Nikhil Bojja , Shivasankari Kannan , Pidong Wang
IPC分类号： A63F13/87 , G06F40/40 , G06F40/58 , G06F40/216 , G06F40/284 , G06F40/295
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a plurality of word strings in a first language, each received word string comprising a plurality of words, identifying one or more named entities in each received word string using a statistical classifier that was trained using training data comprising a plurality of features, wherein one of the features is a word shape feature that comprises a respective token for each letter of a respective word wherein each token signifies a case of the letter or whether the letter is a digit, and translating the received word strings from the first language to a second language including preserving the respective identified named entities in each received word string during translation.

2. 发明授权

US09843640B2 Scalable, real-time messaging system 有权
公开(公告)号：US09843640B2
公开(公告)日：2017-12-12
申请号：US15436217
申请日：2017-02-17
申请人： Machine Zone, Inc.
发明人： Lev Walkin , Fredrik Erik Linder
IPC分类号： G06F15/16 , H04L29/08 , H04L12/58 , H04L12/863
CPC分类号： H04L67/142 , G06Q10/10 , H04L47/50 , H04L51/14 , H04L65/4084 , H04L67/26
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a write request from a publisher comprising a channel name wherein the channel identified by the channel name comprises an ordered plurality of messages stored in buffers, each buffer having a predetermined time-to-live and being assigned to a respective node, identifying a first node and a first buffer stored on the first node based on the channel name of the request that has available storage for storing messages and wherein the first buffer has a time-to-live that has not expired, and sending a write grant to the publisher wherein the grant comprises identification of the first node and the first buffer, and wherein the publisher is configured to send messages to the first node for storage in the first buffer based on the grant until the first buffer is full or its time-to-live has expired.

3. 发明授权

US09699260B2 Scalable, real-time messaging system 有权
公开(公告)号：US09699260B2
公开(公告)日：2017-07-04
申请号：US15223392
申请日：2016-07-29
申请人： Machine Zone, Inc.
发明人： Lev Walkin , Fredrik Erik Linder
IPC分类号： G06F15/16 , H04L29/08 , H04L12/58 , H04L12/911 , H04L12/927
CPC分类号： H04L67/26 , H04L47/801 , H04L47/826 , H04L51/04 , H04L51/14
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving from a plurality of publisher clients a plurality of messages, assigning each of the messages to one of a plurality of distinct channels wherein each channel comprises an ordered plurality of messages, storing messages of each of the channels in one or more respective buffers according to the order, each buffer having a respective time-to-live, retrieving messages for one or more of the channels from respective buffers having time-to-lives that have not expired and according to the order, and sending the retrieved messages to a plurality of subscriber clients.

4. 发明授权

US09602450B1 Maintaining persistence of a messaging system 有权
公开(公告)号：US09602450B1
公开(公告)日：2017-03-21
申请号：US15155384
申请日：2016-05-16
申请人： Machine Zone, Inc.
发明人： Andrey Kushnir , Maksim Terekhin
IPC分类号： G06F15/16 , H04L12/58 , G06Q10/10 , G06F12/00
CPC分类号： H04L51/046 , G06Q10/107 , H04L43/0852 , H04L51/10 , H04L51/14 , H04L51/16 , H04L51/18 , H04L67/2852
摘要： Methods, systems, and apparatus, including computer programs for receiving, from a first client device, a request for messages of a first channel of a plurality of channels starting at a position in the first channel, wherein each channel comprises a respective ordered plurality of messages stored in one or more respective buffers according to the order, each buffer having a respective time-to-live; receiving, from one of the second client devices, a response message comprising one or more messages of the first channel that are at or after the position in the order; and sending the messages to the first client device.

5. 发明授权

US09319363B1 Scalable, real-time messaging system 有权
标题翻译：可扩展的实时消息系统
公开(公告)号：US09319363B1
公开(公告)日：2016-04-19
申请号：US14821482
申请日：2015-08-07
申请人： Machine Zone, Inc.
发明人： Lev Walkin , Fredrik Erik Linder
IPC分类号： G06F15/16 , H04L12/58 , H04L29/08
CPC分类号： H04L51/14 , H04L67/26
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a write request from a publisher comprising a channel name wherein the channel identified by the channel name comprises an ordered plurality of messages stored in buffers, each buffer having a predetermined time-to-live and being assigned to a respective node, identifying a first node and a first buffer stored on the first node based on the channel name of the request that has available storage for storing messages and wherein the first buffer has a time-to-live that has not expired, and sending a write grant to the publisher wherein the grant comprises identification of the first node and the first buffer, and wherein the publisher is configured to send messages to the first node for storage in the first buffer based on the grant until the first buffer is full or its time-to-live has expired.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于从发布者接收写入请求，其中包括频道名称，其中由频道名称标识的频道包括存储在缓冲器中的有序多个消息，每个缓冲器具有预定的生存时间并被分配给相应的节点，基于具有用于存储消息的可用存储器的请求的信道名称来识别存储在第一节点上的第一节点和第一缓冲器，并且其中第一缓冲器具有生效时间尚未到期，以及向发布者发送写授予，其中所述授权包括所述第一节点和所述第一缓冲器的标识，并且其中所述发布者被配置为向所述第一节点发送消息以存储在所述第一节点基于授权的缓冲区，直到第一个缓冲区已满或其生存时间已过期。

6. 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。

7. 发明授权

US08909513B2 Systems and methods for identifying and suggesting emoticons 有权
标题翻译：用于识别和建议表情符号的系统和方法
公开(公告)号：US08909513B2
公开(公告)日：2014-12-09
申请号：US14243042
申请日：2014-04-02
申请人： Machine Zone, Inc.
发明人： Gabriel Leydon
IPC分类号： G06F17/28 , G06F17/27 , G06F3/023 , H04M1/725 , H04L12/58
CPC分类号： G06F3/04817 , G06F3/0236 , G06F3/0237 , G06F3/04812 , G06F3/0482 , G06F3/04886 , G06F17/27 , G06F17/2705 , G06F17/276 , G06F17/2775 , G06F17/2785 , G06F17/28 , H04L51/04 , H04M1/72547 , H04W4/18
摘要： Various embodiments provide a method that comprises receiving a set of segments from a text field, analyzing the set of segments to determine at least one of a target subtext or a target meaning associated with the set of segments, and identifying a set of candidate emoticons where each candidate emoticon in the set of candidate emoticons has an association between the candidate emoticon and at least one of the target subtext or the target meaning. The method may further comprise presenting the set of candidate emoticons for entry selection at a current position of an input cursor, receiving an entry selection for a set of selected emoticons from the set of candidate emoticons, and inserting the set of selected emoticons into the text field at the current position of the input cursor.
摘要翻译：各种实施例提供了一种方法，其包括从文本字段接收一组片段，分析片段集合以确定与该组片段相关联的目标子文本或目标含义中的至少一个，以及识别一组候选表情符号，其中候选表情集合中的每个候选表情符号在候选表情符号与目标子文本或目标意义中的至少一个之间具有关联。该方法还可以包括在输入光标的当前位置处呈现用于条目选择的一组候选表情符号，从一组候选表情符号中接收一组选择的表情符号的条目选择，以及将所选择的表情集合插入到文本中字段在输入光标的当前位置。

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. 发明授权

US09843551B2 Systems and methods for storing and transferring message data 有权
公开(公告)号：US09843551B2
公开(公告)日：2017-12-12
申请号：US15291633
申请日：2016-10-12
申请人： Machine Zone, Inc.
发明人： Igor Milyakov
IPC分类号： G06F15/16 , H04L12/58 , H04L29/08 , H04L29/06
CPC分类号： H04L51/26 , G06F12/0866 , H04L29/06 , H04L29/08072 , H04L51/00 , H04L51/10 , H04L51/16 , H04L51/28 , H04L51/34 , H04L65/403 , H04L67/26 , H04L69/10 , H04L69/28
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for storing and transferring messages. An example method includes providing a queue having an ordered plurality of storage blocks. Each storage block stores one or more respective messages and is associated with a respective time. The times increase from a block designating a head of the queue to a block designating a tail of the queue. The method also includes reading, by each of a plurality of first sender processes, messages from one or more blocks in the queue beginning at the head of the queue. The read messages are sent, by each of the plurality of first sender processes, to a respective recipient. One or more of the blocks are designated as old when they have associated times that are earlier than a first time. A block is designated as a new head of the queue when the block is associated with a time later than or equal to the first time. One or more of the first sender processes is allowed to read messages from the old blocks until a second time which is later than the first time. One or more of the old blocks are deleted at a time later than or equal to the second time.

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