公开(公告)号：US20190197107A1

公开(公告)日：2019-06-27

申请号：US15993045

申请日：2018-05-30

Applicant: Microsoft Technology Licensing, LLC

Inventor： Chu-Cheng Lin ,  Michael Gamon ,  Dongyeop Kang ,  Patrick Pantel ,  Madian Khabsa ,  Ahmed Hassan Awadallah

IPC: G06F17/27 ,  G06N3/04 ,  G06N3/08 ,  G06F17/24

CPC classification number: G06F17/2785 ,  G06F17/241 ,  G06N3/0445 ,  G06N3/08 ,  G06Q10/107

Abstract: A method includes receiving an email addressed to a recipient user, processing the received email using a reparametrized recurrent neural network model to identify an action based on the received email, and wherein the reparametrized recurrent neural network model has been trained on an email dataset annotated with recipient corresponding actions and reparametrized on unannotated conversation data having structures similar to email data.

公开(公告)号：US11003858B2

公开(公告)日：2021-05-11

申请号：US15993045

申请日：2018-05-30

Applicant: Microsoft Technology Licensing, LLC

Inventor： Chu-Cheng Lin ,  Michael Gamon ,  Dongyeop Kang ,  Patrick Pantel ,  Madian Khabsa ,  Ahmed Hassan Awadallah

IPC: G10L15/16 ,  G06F40/30 ,  G06N3/08 ,  G06N3/04 ,  G06Q10/10 ,  G06F40/169

Abstract: A method includes receiving an email addressed to a recipient user, processing the received email using a reparametrized recurrent neural network model to identify an action based on the received email, and wherein the reparametrized recurrent neural network model has been trained on an email dataset annotated with recipient corresponding actions and reparametrized on unannotated conversation data having structures similar to email data.