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PulseAugur coverage of valuation — every cluster mentioning valuation across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_218820 ·

    Benign overfitting in ML fails to predict equity returns, study finds

    A new paper on arXiv explores the phenomenon of "benign overfitting" in the context of equity return prediction. The research indicates that while highly overparameterized machine learning models can interpolate trainin…

  2. TOOL · CL_178270 ·

    New benchmark and PRISM framework improve LLMs' ability to identify emotional appraisal dimensions

    Researchers have introduced the AppraiSal benchmark, a dataset of 996 emotional support conversations annotated with human mental states and salient cognitive appraisal dimensions. This benchmark aims to help Large Lang…