Fine-Tuning Optimization of Small Language Models: A Novel Graph-Theoretical Approach for Efficient Prompt Engineering - Gadiraju, Venkata; Tsai, Hao-Yu; Wu, Hsiao-Chun; Singha, Manali; Scott Huang, C.-H.; Liu, Guannan; Chang, Shih Yu; Wu, Yiyan (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024)
Keywords: Artificial intelligence (AI) driven prompt engineering; clique; computational complexity; fine-tuning; graph; pre-trained language models; prompt engineering; small language models (SLMs); training data reduction (TDR)