Author

Yining Zhao

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#artificial intelligence Preprint Oct 2026

Learning to Simulate Individuals from Macro Social Signals

Large language models are increasingly used to simulate how individuals respond to new situations, yet the behavioral reasoning behind these responses is either inherited from pretraining or learned from individual-level annotations, which offer limited behavioral diversity and little supervision of the reasoning itsel...

Yi-Ning Zhao, Bu-Shi Liu, Hao-Fei Yu et al. · 0 citations

#natural language process... Preprint Sep 2026

Can Large Language Models Forecast What Researchers Study Next?

Threshold and judge diagnostics further clarify the limits of interpreting realization as precise anticipation and provides a common task for studying which research ideas a community subsequently pursues and how reliably this outcome can be measured.

Fenghai Li, Zi-Han Tang, Hao-Fei Yu et al. · 1 citation