4 papers
Small Language Models Reshape Higher Education: Courses, Textbooks, and Teaching
Jian Zhang, Jia Shao
While large language models (LLMs) have introduced novel paradigms in science and education, their adoption in higher education is constrained by inherent limitations. These includ…
Small Language Models Offer Significant Potential for Science Community
Jian Zhang
Recent advancements in natural language processing, particularly with large language models (LLMs), are transforming how scientists engage with the literature. While the adoption o…
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs
Hang Luo, Jian Zhang, Chujun Li
In knowledge-intensive tasks, especially in high-stakes domains like medicine and law, it is critical not only to retrieve relevant information but also to provide causal reasoning…
Analyzing Nobel Prize Literature with Large Language Models
Zhenyuan Yang, Zhengliang Liu, Jing Zhang +19
This study examines the capabilities of advanced Large Language Models (LLMs), particularly the o1 model, in the context of literary analysis. The outputs of these models are compa…