Short text classification with Soft Knowledgeable Prompt-tuning

Yi Zhu, Ye Wang, Jianyuan Mu, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu

Abstract: Highlights•Both the automatic prompt generation and text classification performance are achieved.•5 different strategies are used to construct verbalizer effectively and efficiently.•The comprehensive experiments evaluate the effectiveness of our proposed method.