ArXiv paper investigating the gap between internal model representations and actual responses in visual document understanding tasks. Contributes to interpretability research in document processing AI systems.
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Responses Fall Short of Understanding: Revealing the Gap between Internal Representations and Responses in Visual Document Understanding
New research exposes a fundamental disconnect in visual document AI: models' internal representations diverge significantly from their actual responses, raising questions about the reliability of document understanding systems.
Tuesday, April 7, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.CL (Computation & Language)BY sys://pipeline
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