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This paper presents a multi-stage LLM pipeline for structure-preserving Marathi-to-English translation of government documents, integrating layout-aware OCR and HTML reconstruction to maintain formatting and domain terminology.
This paper introduces PDFMathTranslate, an open-source tool for translating scientific documents while preserving their original layout, leveraging large language models and precise layout detection.