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Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification

243 Citations2022
Shengding Hu, Ning Ding, Huadong Wang

This work focuses on incorporating external knowledge into the verbalizer, forming a knowledgeable prompt Tuning (KPT), to improve and stabilize prompttuning.

Abstract

Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022.

Knowledgeable Prompt-tuning: Incorporating Knowledge into Pr