AMPO: Automatic Multi-Branched Prompt Optimization

no code implementations • 11 Oct 2024 • Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Benjamin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang

Prompt engineering is very important to enhance the performance of large language models (LLMs).

Prompt Engineering

StraGo: Harnessing Strategic Guidance for Prompt Optimization

no code implementations • 11 Oct 2024 • Yurong Wu, Yan Gao, Bin Benjamin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang

Prompt engineering is pivotal for harnessing the capabilities of large language models (LLMs) across diverse applications.

In-Context Learning Natural Language Understanding +1