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How to reduce LLM hallucinations in document extraction

A hallucination in LLM document extraction is a value the model returns that does not appear in the document: an invented invoice total, a date lifted from the wrong field, a supplier name completed from the model's memory instead of the page. In an extraction pipeline this is worse than a missing…

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  1. 2026-10-01 12:27 · DEV Community — Machine Learning
    How to reduce LLM hallucinations in document extraction

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