INFERENCE METHOD EMPLOYING PROMPT-BASED META-LEARNING NETWORK AND COMPUTER SYSTEM

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United States of America Patent

APP PUB NO 20240330649A1
SERIAL NO

18610804

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Provided is an inference method employing a prompt-based meta-learning network and a computer system. The inference method includes selecting a task, generating a prompt key for the selected task using a prompt-embedding network (PEN), calculating similarities between the prompt key for the selected task and prompt keys included in a prompt key pool (PKP), acquiring a prompt value for the selected task using a memory network (MN), and generating an inference result for the selected task using a model-agnostic meta-learning (MAML)-based pre-trained model (MPM).

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Patent OwnerAddress
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTEDAEJEON

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
CHUNG, Euisok Daejeon, KR 12 50
HAN, Ran Daejeon, KR 18 28
KIM, Hyun Woo Daejeon, KR 139 807
SONG, Hwajeon Daejeon, KR 8 0
YANG, Jeongmin Daejeon, KR 14 56
YOO, Byunghyun Daejeon, KR 5 0

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