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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “CrowdLLM”

CrowdLLM: Building LLM-Based Digital Populations Augmented with Generative Modelscs.MA

CrowdLLM uses LLMs and generative models to create diverse digital populations.

problem Lack of diversity and accuracy in digital populations created by LLMs.

method Integrates pretrained LLMs and generative models to enhance diversity and fidelity.

result CrowdLLM achieves promising performance in accuracy and distributional fidelity.

CrowdLLM LLMs Generative Models Digital Populations Accuracy

2025-12-02abs ↗pdf ↗