ICE-SEARCH: A Language Model-Driven Feature Selection Approach

no code implementations • 28 Feb 2024 • Tianze Yang, Tianyi Yang, Shaoshan Liu, Fuyuan Lvu, Xue Liu

This study unveils the In-Context Evolutionary Search (ICE-SEARCH) method, the first work that melds language models (LMs) with evolutionary algorithms for feature selection (FS) tasks and demonstrates its effectiveness in Medical Predictive Analytics (MPA) applications.

Diabetes Prediction Disease Prediction +4

Revolutionizing Finance with LLMs: An Overview of Applications and Insights

no code implementations • 22 Jan 2024 • Huaqin Zhao, Zhengliang Liu, Zihao Wu, Yiwei Li, Tianze Yang, Peng Shu, Shaochen Xu, Haixing Dai, Lin Zhao, Gengchen Mai, Ninghao Liu, Tianming Liu

Additionally, we conducted holistic tests on multiple financial tasks through the combination of natural language instructions.

GPT-4

Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities

no code implementations • 30 Oct 2023 • Zhengliang Liu, Yiwei Li, Qian Cao, Junwen Chen, Tianze Yang, Zihao Wu, John Hale, John Gibbs, Khaled Rasheed, Ninghao Liu, Gengchen Mai, Tianming Liu

Recent advances in artificial general intelligence (AGI), particularly large language models and creative image generation systems have demonstrated impressive capabilities on diverse tasks spanning the arts and humanities.

Image Generation Marketing