10 papers
Generating Biomedical Fact-Checking Reports with RL-Enhanced Agentic Search
Jiongxiao Wang, Dingli Ma, Chaoqun Ni
Automated fact-checking is essential for ensuring the reliability of public health information, yet the biomedical domain poses unique challenges. Validating biomedical claims requ…
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…
Global training and the collaborative structure of elite U.S. science
Erjia Yan, Chaoqun Ni, Xiang Zheng
Globally trained scientific labor is a substantial component of U.S. universities, yet the organizational mechanisms linking foreign degree training to elite scientific output rema…
Faculty mobility reallocates research capacity within persistent institutional hierarchies
Erjia Yan, Chaoqun Ni
Faculty mobility is often understood as a mechanism through which universities redistribute scientific talent and potentially improve research performance. Yet the system-level str…
AI-assisted writing and the reorganization of scientific knowledge
Erjia Yan, Chaoqun Ni
Generative AI systems such as ChatGPT are increasingly used in scientific writing, yet their broader implications for the organization of scientific knowledge remain unclear. We ex…
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…