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Decoder Tuning: Efficient Language Understanding as Decoding

Published in Underline Science Inc. • Jul 5, 2022
NobleIDNI9P49W12R46S08
Authors:
Association for Computational Linguistics 2023
,
Ganqu Cui

Abstract

With the evergrowing sizes of pre-trained models (PTMs), it has been an emerging practice to only provide the inference APIs for users, namely model-as-a-service (MaaS) setting. To adapt PTMs with model parameters frozen, most current approaches focus on the input side, seeking powerful prompts to s...

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