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ug-cppo-finai-2025-signals – Dataset by graceesthi | AlphaNeural AI

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graceesthi/
ug-cppo-finai-2025-signals

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UG-CPPO Signals: LLM Uncertainty Estimates for Financial News

Pre-computed uncertainty-aware LLM trading signals over the FNSPID dataset, used in the UG-CPPO paper (FinAI Contest 2025, v3).

Source code — https://github.com/graceesthi/ug_cppo Paper — UG_CPPO_preprint_PAT_corrected.pdf Author — Grace-Esther Dong · Aivancity Paris-Cachan

Dataset summary

Each row corresponds to a (ticker, date) pair from FNSPID, scored by OpenAI gpt-4o-mini using a 5-prompt ensemble… See the full description on the dataset page: https://huggingface.co/datasets/graceesthi/ug-cppo-finai-2025-signals.