AINeutralarXiv – CS AI · 3h ago6/10
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IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents
Researchers have released IPO-Toolkit and IPO-Dataset, a comprehensive open-source framework and dataset containing over 109,000 IPO filings from 1994-2026 with 76,000+ extracted images. The resource enables large-scale analysis of long, multimodal financial documents and reveals that state-of-the-art AI models often misalign with expert judgments on financial chart interpretation tasks.