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cs.AI2026
Agentic Empirical Asset Pricing: Methodological Foundations
Yingjian Pan, Xiaowei Ding, Kay Giesecke
Recent advances in LLM agents enable a new paradigm for asset pricing, which we call Agentic Empirical Asset Pricing (AEAP): systems that autonomously conduct the scientific discov…
cs.AI2026
The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data
Nick Bettencourt, Xiaowei Ding, Kay Giesecke
As high-quality public web corpora become increasingly exhausted, clean long-context documents have become a scarce and expensive source of training data for large language models…