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CrunchLLM: Multitask LLMs for Structured Business Reasoning and Outcome Prediction

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Predicting the success of startup companies, defined as achieving an exit through acquisition or IPO, is a critical problem in entrepreneurship and innovation research. Datasets such as Crunchbase provide both structured information (e.g., funding rounds, indu... ...