Author

James K. He

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#natural language process... Review Sep 2026

Artificial Societies Benchmark: A Validation Framework for Synthetic Research

The Artificial Societies Benchmark is introduced to help researchers assess whether synthetic populations support their intended analyses and helps researchers identify which aspects of a synthetic population can support their analysis and where researchers need further human evidence.

Edoardo Chidichimo, Min-Ju Jung, Felix P. S. Wallis et al. · 1 citation

#natural language process... Review Sep 2026

Consequential Behaviour and Representational Fairness in the Validation of Synthetic Research

Researchers in industry and academia use synthetic survey respondents powered by large language models as substitutes for human samples. These synthetic populations require validation against real-world data, so researchers often address them using ad hoc comparisons with human surveys. Inspired by the intention-behavi...

F. Kutzner, C. Kacperski, Laura de Molière et al. · 1 citation