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公开(公告)号:US10728184B2
公开(公告)日:2020-07-28
申请号:US16115162
申请日:2018-08-28
Applicant: Google LLC
Inventor: Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
Abstract: 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.
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公开(公告)号:US20200007486A1
公开(公告)日:2020-01-02
申请号:US16565628
申请日:2019-09-10
Applicant: Google LLC
Inventor: László Lukács , Karol Kurach , Balint Miklos
Abstract: 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. 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.
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公开(公告)号:US12088539B2
公开(公告)日:2024-09-10
申请号:US18070231
申请日:2022-11-28
Applicant: GOOGLE LLC
Inventor: Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
IPC: H04L51/02 , G06F16/35 , G06F40/186 , G06F40/56 , G06N20/00 , G06Q10/107 , H04L67/50 , G06Q50/00
CPC classification number: H04L51/02 , G06F16/355 , G06F40/186 , G06F40/56 , G06N20/00 , G06Q10/107 , H04L67/535 , G06Q50/01
Abstract: 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.
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公开(公告)号:US11456978B2
公开(公告)日:2022-09-27
申请号:US16938366
申请日:2020-07-24
Applicant: Google LLC
Inventor: Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
Abstract: 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.
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公开(公告)号:US20230353513A1
公开(公告)日:2023-11-02
申请号:US18070231
申请日:2022-11-28
Applicant: GOOGLE LLC
Inventor: Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
IPC: H04L51/02 , G06F16/35 , G06Q10/107 , G06N20/00 , G06F40/56 , G06F40/186 , H04L67/50
CPC classification number: H04L51/02 , G06F16/355 , G06Q10/107 , G06N20/00 , G06F40/56 , G06F40/186 , H04L67/535 , G06Q50/01
Abstract: 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.
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公开(公告)号:US10721201B2
公开(公告)日:2020-07-21
申请号:US16565628
申请日:2019-09-10
Applicant: Google LLC
Inventor: László Lukács , Karol Kurach , Balint Miklos
Abstract: 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. 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.
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公开(公告)号:US20180367476A1
公开(公告)日:2018-12-20
申请号:US16115162
申请日:2018-08-28
Applicant: Google LLC
Inventor: Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
Abstract: 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.
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公开(公告)号:US11516156B2
公开(公告)日:2022-11-29
申请号:US16938366
申请日:2020-07-24
Applicant: Google LLC
Inventor: Phillip Neal Sharp , Prabhakar Raghavan , Thompson Alexander Ivor Gawley , Balint Miklos , Karol Kurach , Tobias Kaufmann , Gregory Sean Corrado , László Lukács
Abstract: 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.
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公开(公告)号:US10454871B2
公开(公告)日:2019-10-22
申请号:US14555312
申请日:2014-11-26
Applicant: GOOGLE LLC
Inventor: László Lukács , Karol Kurach , Balint Miklos
Abstract: 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.
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