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Bernard Koch

2 accepted papers

2025

Position: LLM Social Simulations Are a Promising Research Method

ICML 2025poster

Accurate and verifiable large language model (LLM) simulations of human research subjects promise an accessible data source for understanding human behavior and training new AI systems. However, results to date have been limited, and few social scientists have adopted this method. In this position p…

Cited by 4SourcePDFScholar
2021

Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research

NeurIPS 2021poster

Benchmark datasets play a central role in the organization of machine learning research. They coordinate researchers around shared research problems and serve as a measure of progress towards shared goals. Despite the foundational role of benchmarking practices in this field, relatively little atte…

Cited by 176SourceScholar