Prompt

Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in Large Language Models
Prompt-based adversarial attacks have become an effective means to assess the robustness of large language models (LLMs). However, …
Yujia Zheng, Tianhao Li, Haotian Huang, Tianyu Zeng, Jingyu Lu, Chuangxin Chu, Yuekai Huang, Ziyou Jiang, Qian Xiong, Yuyao Ge, Mingyang Li
Cite DOI PDF ACL Anthology arXiv x Ask KIMI
Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in Large Language Models
PIS:Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression
Large language models (LLMs) have achieved remarkable progress, demonstrating unprecedented capabilities across various natural …
Lizhe Chen, Binjia Zhou, Yuyao Ge, Jiayi Chen, Shiguang Ni
Cite PDF arXiv Ask KIMI
PIS:Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression