118 citations · 118 across the 2 of their papers we have counts for
2 papers
cs.CL2025
Enhancing Small LLM Alignment through Margin-Based Objective Modifications under Resource Constraints
Daren Yao, Jinsong Yuan, Ruike Chen
Small large language models (LLMs) often face difficulties in aligning output to human preferences, particularly when operating under severe performance gaps. In this work, we prop…
eess.SY2022★ 118 cited
Latent Variable Models in the Era of Industrial Big Data: Extension and Beyond
Xiangyin Kong, Xiaoyu Jiang, Bingxin Zhang +2
A rich supply of data and innovative algorithms have made data-driven modeling a popular technique in modern industry. Among various data-driven methods, latent variable models (LV…