公开(公告)号：US20220180071A1

公开(公告)日：2022-06-09

申请号：US17540768

申请日：2021-12-02

Applicant: Electronics and Telecommunications Research Institute

Inventor： Eui Sok CHUNG ,  Hyun Woo KIM ,  Gyeong Moon PARK ,  Jeon Gue PARK ,  Hwa Jeon SONG ,  Byung Hyun YOO ,  Ran HAN

IPC: G06F40/40 ,  G06F40/284 ,  G06F40/216

Abstract: Provided are a system and method for adaptive masking and non-directional language understanding and generation. The system for adaptive masking and non-directional language understanding and generation according to the present invention includes an encoder unit including an adaptive masking block for performing masking on training data, a language generator for restoring masked words, and an encoder for detecting whether or not the restored sentence construction words are original, and a decoder unit including a generation word position detector for detecting a position of a word to be generated next, a language generator for determining a word suitable for the corresponding position, and a non-directional training data generator for decoder training.

公开(公告)号：US20210398004A1

公开(公告)日：2021-12-23

申请号：US17353136

申请日：2021-06-21

Applicant: Electronics and Telecommunications Research Institute

Inventor： Hyun Woo KIM ,  Gyeong Moon PARK ,  Jeon Gue PARK ,  Hwa Jeon SONG ,  Byung Hyun YOO ,  Eui Sok CHUNG ,  Ran HAN

IPC: G06N7/00 ,  G06N3/04 ,  G06N3/08

Abstract: Provided are a method and apparatus for online Bayesian few-shot learning. The present invention provides a method and apparatus for online Bayesian few-shot learning in which multi-domain-based online learning and few-shot learning are integrated when domains of tasks having data are sequentially given.