Invention Grant
- Patent Title: Language model and electronic device including the same
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Application No.: US17425211Application Date: 2021-07-08
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Publication No.: US11967308B2Publication Date: 2024-04-23
- Inventor: Taewoo Lee , Taegyoon Kang , Hogyeong Kim , Minjoong Lee , Seokyeong Jung , Jiseung Jeong
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Agency: Nixon & Vanderhye P.C.
- Priority: KR 20200090924 2020.07.22
- International Application: PCT/KR2021/008718 2021.07.08
- International Announcement: WO2022/019538A 2022.01.27
- Date entered country: 2021-07-22
- Main IPC: G10L15/16
- IPC: G10L15/16 ; G10L15/06 ; G10L15/18

Abstract:
Disclosed is an electronic device including processor and memory operatively connected to the processor and storing language model. The electronic device may enter data into the language model, generate an embedding vector in the input embedding layer, add position information to the embedding vector in the positional encoding layer, branch the embedding vector based on domain information, normalize the branched embedding vectors, enter the normalized embedding vectors into the multi-head attention layer, enter output data of the multi-head attention layer into the first layer, normalize pieces of output data of the first layer, enter the normalized pieces of output data of the first layer into the feed-forward layer, enter output data of the feed-forward layer into the second layer and normalize pieces of output data of the second layer, and enter the normalized pieces of output data of the second layer into the linearization layer and the softmax layer to obtain result data. In addition, various embodiments as understood from the specification may be also possible.
Public/Granted literature
- US20220319500A1 LANGUAGE MODEL AND ELECTRONIC DEVICE INCLUDING THE SAME Public/Granted day:2022-10-06
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