Author

Jingcong Liang

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#natural language process... Preprint Sep 2026

SocioVerse2: A Longitudinal Dynamic Social Simulation Framework under a Human-AI Co-evolutionary Paradigm

Social simulation offers the social sciences an experimental instrument that the real world cannot supply, and generative agents have transformed it by acting as silicon samples that unite agent-based modeling with real behavioral data. Existing platforms verify collective behavior, align simulated populations with rea...

Xin-Nong Zhang, Jiayu Lin, Jia Wang et al. · 0 citations

#artificial intelligence Review Sep 2026

RAP: Research Attention Prediction Reveals Target-Conditioned Evidence Acquisition Biases

Large language models (LLMs) increasingly act as research agents, yet their ability to track shifts in research attention is difficult to evaluate because reviews and research ideas lack uniquely verifiable outcomes. We introduce Research Attention Prediction (RAP), a rolling benchmark covering 278 AI/ML fields and 1,3...

Ying-Qian Wu, Jingcong Liang, Si-Yuan Wang et al. · 0 citations