公开(公告)号：US20210150155A1

公开(公告)日：2021-05-20

申请号：US16872723

申请日：2020-05-12

Applicant: Samsung Electronics Co., Ltd.

Inventor： Misuk KIM ,  Sanghyun YOO ,  Jeong-Hoon PARK ,  Jehun JEON ,  GyuBum HAN

IPC: G06F40/56 ,  H04L12/58 ,  G06F40/30 ,  G06F40/205 ,  G06F40/268 ,  G10L15/18

Abstract: A method and apparatus with natural language processing is disclosed. The method includes determining a first similarity between an input sentence of a user and a select first database query sentence and dependent on a determination that the first similarity fails to meet a first threshold, determining a second similarity between a portion of the input sentence, less than all of the input sentence, and a select second database query sentence, and in response to the second similarity meeting a second threshold, outputting a response sentence corresponding to the second database query sentence as a response to the input sentence.

公开(公告)号：US20210104231A1

公开(公告)日：2021-04-08

申请号：US16829180

申请日：2020-03-25

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jehun JEON ,  Misuk KIM ,  Jeong-Hoon PARK ,  GyuBum HAN

IPC: G10L15/16 ,  G06F17/18 ,  G06N3/08 ,  G06N3/04 ,  G10L19/00 ,  G10L15/22 ,  G10L15/06

Abstract: A processor-implemented response inference method and apparatus are disclosed. The response inference apparatus receives an input, generates a latent variable vector in a latent variable region space by encoding the input, generates a validation vector with a predetermined phase difference from the latent variable vector, generates an output response by decoding the latent variable vector, generates a validation response by decoding the validation vector, and validates the output response by comparing the output response to the validation response.