MASS enhances LLM research generation in social sciences via dynamic social simulations with multi-level norms, multi-disciplinary memory datasets, and Ebbinghaus-inspired forgetting, reporting 6.81% overall quality gain and 17.19% insight gain.
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MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation
MASS enhances LLM research generation in social sciences via dynamic social simulations with multi-level norms, multi-disciplinary memory datasets, and Ebbinghaus-inspired forgetting, reporting 6.81% overall quality gain and 17.19% insight gain.