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1. 发明申请

US20160149849A1 Systems and Methods for Generating a Message Topic Training Dataset from User Interactions in Message Clients 审中-公开
标题翻译：用于从消息客户端中的用户交互生成消息主题训练数据集的系统和方法
公开(公告)号：US20160149849A1
公开(公告)日：2016-05-26
申请号：US14555312
申请日：2014-11-26
申请人： GOOGLE INC.
发明人： László Lukács , Karol Kurach , Balint Miklos
IPC分类号： H04L12/58 , H04W4/12
CPC分类号： H04L51/22 , H04L51/34 , H04W4/12
摘要： Systems and methods for classifying messages are provided. Each message in a plurality of messages is classified, thereby independently identifying a message category in a set of message categories for each respective message in the plurality of messages. The plurality of messages is delivered to a plurality of recipients with a designation of the message category of each respective message in the first plurality of messages. A plurality of recipient initiated message interaction events for messages in the first plurality of messages over a predetermined period of time is collected from the plurality of recipients. A message categorization dataset is then constructed from (i) the first plurality of messages, (ii) the designation of the message category of each respective message in the subset of the first plurality of messages, and (iii) the plurality of recipient initiated message interaction events. This message categorization dataset is used to train or evaluate a message classifier.
摘要翻译：提供了分类消息的系统和方法。对多个消息中的每个消息进行分类，从而独立地识别多个消息中的每个相应消息的一组消息类别中的消息类别。多个消息在第一组多个消息中以每个相应消息的消息类别的指定被传送到多个接收者。从多个接收者收集用于在预定时间段内的第一组多个消息中的消息的多个接收者发起的消息交互事件。然后，从（i）第一多个消息，（ii）在第一多个消息的子集中指定每个相应消息的消息类别，以及（iii）多个接收方发起的消息来构建消息分类数据集互动事件该消息分类数据集用于训练或评估消息分类器。

2. 发明申请

US20160241493A1 DETERMINING REPLY CONTENT FOR A REPLY TO AN ELECTRONIC COMMUNICATION 审中-公开
标题翻译：确定回复电子通信的回复内容
公开(公告)号：US20160241493A1
公开(公告)日：2016-08-18
申请号：US14620630
申请日：2015-02-12
申请人： Google Inc.
发明人： Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , Làszló Lukács
IPC分类号： H04L12/58 , H04L29/08
CPC分类号： H04L51/02 , G06F17/248 , G06F17/2881 , G06F17/3071 , G06Q10/107 , G06Q50/01 , H04L67/22
摘要： Methods and apparatus related to determining reply content for a reply to an electronic communication. Some implementations are directed generally toward analyzing a corpus of electronic communications to determine relationships between one or more original message features of “original” messages of electronic communications and reply content that is included in “reply” messages of those electronic communications. Some implementations are directed generally toward providing reply text to include in a reply to a communication based on determined relationships between one or more message features of the communication and the reply text.
摘要翻译：与确定对电子通信的回复的回复内容相关的方法和装置。一些实施方式通常指向分析电子通信语料库以确定电子通信的“原始”消息的一个或多个原始消息特征与包括在那些电子通信的“回复”消息中的回复内容之间的关系。一些实施方式通常指向提供答复文本以包括在基于通信的一个或多个消息特征与回复文本之间确定的关系的对通信的回复中。

3. 发明授权

US10079785B2 Determining reply content for a reply to an electronic communication 有权
公开(公告)号：US10079785B2
公开(公告)日：2018-09-18
申请号：US14620630
申请日：2015-02-12
申请人： Google Inc.
发明人： Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
IPC分类号： H04L12/58 , G06F17/24 , G06F17/28 , G06Q10/10 , H04L29/08 , G06F17/30 , G06Q50/00
CPC分类号： H04L51/02 , G06F16/355 , G06F17/248 , G06F17/2881 , G06N20/00 , G06Q10/107 , G06Q50/01 , H04L67/22
摘要： Methods and apparatus related to determining reply content for a reply to an electronic communication. Some implementations are directed generally toward analyzing a corpus of electronic communications to determine relationships between one or more original message features of “original” messages of electronic communications and reply content that is included in “reply” messages of those electronic communications. Some implementations are directed generally toward providing reply text to include in a reply to a communication based on determined relationships between one or more message features of the communication and the reply text.

4. 发明授权

US09774553B2 Systems and methods for estimating message similarity 有权
公开(公告)号：US09774553B2
公开(公告)日：2017-09-26
申请号：US14557310
申请日：2014-12-01
申请人： Google Inc.
发明人： Ivo Krka , Itamar Gilad , Karol Kurach , Andrew Dai , Liam MacDermed , Peter Junteng Liu , Balint Miklos , Alexandru Damian
IPC分类号： G06F15/16 , H04L12/58
CPC分类号： H04L51/22 , H04L51/14
摘要： Systems and methods are provided for organizing messages. A plurality of messages is communicated to a user with a designation of the message category of each respective message in the plurality of messages. The plurality of messages includes, for each respective message category in a plurality of message categories, at least one message in the respective message category. A user selection of a first message in the plurality of messages is received, whereupon a subset of the plurality of messages similar to the first message is selected based upon respective comparisons of continuous vector representations of (i) a set of words in the first message and (ii) a corresponding set of words in messages in the subset of messages. An identification of each respective message in the subset of messages is then displayed.

5. 发明申请

US20160156580A1 SYSTEMS AND METHODS FOR ESTIMATING MESSAGE SIMILARITY 有权
标题翻译：用于估计消息相似性的系统和方法
公开(公告)号：US20160156580A1
公开(公告)日：2016-06-02
申请号：US14557310
申请日：2014-12-01
申请人： Google Inc.
发明人： Ivo Krka , Itamar Gilad , Karol Kurach , Andrew Dai , Liam MacDermed , Peter Junteng Liu , Balint Miklos , Alexandru Damian
IPC分类号： H04L12/58
CPC分类号： H04L51/22 , H04L51/14
摘要： Systems and methods are provided for organizing messages. A plurality of messages is communicated to a user with a designation of the message category of each respective message in the plurality of messages. The plurality of messages includes, for each respective message category in a plurality of message categories, at least one message in the respective message category. A user selection of a first message in the plurality of messages is received, whereupon a subset of the plurality of messages similar to the first message is selected based upon respective comparisons of continuous vector representations of (i) a set of words in the first message and (ii) a corresponding set of words in messages in the subset of messages. An identification of each respective message in the subset of messages is then displayed.
摘要翻译：提供系统和方法来组织消息。多个消息通过多个消息中的每个相应消息的消息类别的指定被传送给用户。对于多个消息类别中的每个相应消息类别，多个消息包括相应消息类别中的至少一个消息。接收多个消息中的第一消息的用户选择，由此基于对（i）第一消息中的一组单词的连续矢量表示的相应比较来选择与第一消息相似的多个消息的子集。和（ii）消息子集中的消息中相应的一组单词。然后显示消息子集中每个相应消息的标识。

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