VLMs are able to take context into account when filling in fields, following either a global or field specific prompt. This is great for e.g. unlabeled axes, checking a legend for units to be suffixed after a number, etc. Also, you catch lots of really simple errors with type hints (e.g. dates, addresses, country codes etc.).
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