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Labeling Tax Forms for ML: W-2, 1099 & K-1 Data Annotation
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Labeling Tax Forms for ML: W-2, 1099 & K-1 Data Annotation
Every tax season, the IRS processes more than 160 million individual returns, and behind each one sits a stack of paperwork — W-2s from employers, 1099s from banks and gig platforms, K-1s from partnerships — that has to be read, verified, and pushed into downstream systems. For most accounting firms and fintech products, that reading still happens by hand or through legacy OCR that breaks the moment layouts shift. Machine learning changes the pr…
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