公开(公告)号：US20210406688A1

公开(公告)日：2021-12-30

申请号：US17469590

申请日：2021-09-08

Applicant: Samsung Electronics Co., Ltd.

Inventor： Seongmin OK ,  Young-Seok KIM ,  Hwidong NA ,  Sanghyun YOO ,  Hoshik LEE ,  Junhwi CHOI

IPC: G06N3/08 ,  G06N3/04 ,  G06K9/62

Abstract: A method and computing device with classification verification is provided. A processor-implemented method includes implementing a classification neural network to generate a classification result of data input to the classification neural network by generating, with respect to the input data, intermediate hidden values of one or more hidden layers of the classification neural network, generating the classification result of the input data based on the generated intermediate hidden values, and generating a determination of a reliability of the classification result by implementing a verification neural network, input the intermediate hidden values, to generate the determination of the reliability.

公开(公告)号：US20200075003A1

公开(公告)日：2020-03-05

申请号：US16356071

申请日：2019-03-18

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Young-Seok KIM ,  Jeong-Hoon PARK ,  Seongmin OK ,  Je Hun JEON ,  Jun Hwi CHOI

IPC: G10L15/22 ,  H04M3/493 ,  G06N3/08

Abstract: An operation method of a dialog agent includes obtaining an utterance history including at least one of an outgoing utterance to be transmitted to request a service or at least one of an incoming utterance to be received to request the service, updating a requirement specification including items requested for the service based on the utterance history, generating utterance information to be used to request the service based on the updated requirement specification, and outputting the generated utterance information.

公开(公告)号：US20250149124A1

公开(公告)日：2025-05-08

申请号：US18890610

申请日：2024-09-19

Applicant: Samsung Electronics Co., Ltd. ,  NEW YORK UNIVERSITY

Inventor： Seongmin OK ,  Kyunghyun CHO

IPC: G16C20/10 ,  G16C20/70

Abstract: A training method for similarity measurement and a measuring apparatus for similarity measurement and operating method thereof are provided. A method, performed by a computing device, includes: based on a first training parameter, embedding vectors of first processes included in a first process-sequence and embedding vectors of second processes included in a second process-sequence, respectively; based on a second training parameter, mapping first embedding vectors respectively corresponding to the first processes to second embedding vectors respectively corresponding to the second processes; and based on a result of the mapping, determining a similarity score indicating a similarity between the first process-sequence and the second process-sequence.

公开(公告)号：US20210304762A1

公开(公告)日：2021-09-30

申请号：US17346626

申请日：2021-06-14

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Young-Seok KIM ,  Jeong-Hoon PARK ,  Seongmin OK ,  Je Hun JEON ,  Jun Hwi CHOI

IPC: G10L15/22 ,  G06N3/08 ,  H04M3/493

Abstract: An operation method of a dialog agent includes obtaining an utterance history including at least one of an outgoing utterance to be transmitted to request a service or at least one of an incoming utterance to be received to request the service, updating a requirement specification including items requested for the service based on the utterance history, generating utterance information to be used to request the service based on the updated requirement specification, and outputting the generated utterance information.