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PTR: Prompt Tuning with Rules for Text Classification

Recently, prompt tuning has been widely applied to stimulate the rich knowledge in pre-trained language models (PLMs) to serve NLP tasks. Although prompt tuning has achieved promising results on some few-class classification tasks, such as sentiment classification and natural language inference, man...

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Hlavní autoři: Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun
Médium: Artigo
Jazyk:Inglês
Vydáno: KeAi Communications Co. Ltd. 2022-01-01
Edice:AI Open
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On-line přístup:http://www.sciencedirect.com/science/article/pii/S2666651022000183
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