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Gaurav Harit

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#artificial intelligence Preprint Oct 2026

Cycle-of-Thought: Self-Evaluative Iterative Reasoning for Table Visual Question Answering in Document Images

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 by spatial misalignment and logical hallucinations. Existing approaches for improving table VQA typical...

Somraj Gautam, Gaurav Harit · 0 citations
#computer vision Preprint Sep 2026

Evaluating In-Context Learning and Retrieval Strategies for Devanagari Post-OCR Correction

CharBM25 is established as an effective, GPU-free retrieval strategy that matches or exceeds dense retrieval at negligible computational cost, and combining it with a general-purpose LLM of 12B+ parameters delivers reliable, training-free Devanagari post-OCR correction without task-specific fine-tuning.

Abhishek Bhandari, Gaurav Harit · 0 citations

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