4 papers
Scientific exploration, collaboration and labor division in the large language model era
Xiang Zheng, Xi Hong, Jialin Liu +1
Large language models (LLMs) have rapidly and significantly entered scientific workflows, but it remains unclear how their diffusion is associated with changes in scientists' strat…
BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literature
Peiran Li, Fangzhou Lin, Shuo Xing +6
Citations are the bedrock of scientific authority, yet their integrity is compromised by widespread miscitations: ranging from nuanced distortions to fabricated references. Systema…
Interdisciplinary PhDs face barriers to top university placement within their disciplines
Xiang Zheng, Anli Peng, Xi Hong +2
Interdisciplinary research has gained prominence as a necessity for addressing complex challenges, yet its impact on early academic careers remains unclear. This study examines how…
Parenthood Penalties in Academia: Childcare Responsibilities, Gender Role Beliefs and Institutional Support
Xi Hong, Xiang Zheng, Haimiao Yuan +1
Despite progress toward gender parity, women remain underrepresented in academia, particularly in senior research positions. This study investigates the role of parenthood in shapi…