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arxiv_llm_reliability · Oct 23, 2026 · paper
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Cycle-of-Thought: Self-Evaluative Iterative Reasoning for Table Visual Question Answering in Document Images
arxiv.orgOct 23, 2026
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In brief
Recent advances in Vision-Language Models (VLMs) have significantly improved Visual Question Answering (VQA) performance, yet their reasoning over structured content such as tables remains inconsistent, often plagued...
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evaluation