2 papers
cs.CL2026
Augmenting Research Ideation with Data: An Empirical Investigation in Social Science
Xiao Liu, Xinyi Dong, Xinyang Gao +2
Recent advancements in large language models (LLMs) demonstrate strong potential for generating novel research ideas, yet such ideas often struggle with feasibility and effectivene…
cs.CL2025
Automated Annotation of Evolving Corpora for Augmenting Longitudinal Network Data: A Framework Integrating Large Language Models and Expert Knowledge
Xiao Liu, Zirui Wu, Jiayi Li +3
Longitudinal network data are essential for analyzing political, economic, and social systems and processes. In political science, these datasets are often generated through human…