Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View

Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun 0001. Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. In Smaranda Muresan, Preslav Nakov, Aline Villavicencio, editors, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. pages 5796-5808, Association for Computational Linguistics, 2022. [doi]

Abstract

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