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Cross-Lingual Transfer Learning and Autonomous Data Bootstrapping for VLM-Based Ottoman Turkish Handwritten Text Recognition

2026-07-24

Abstract excerpt

<title>Abstract</title> <p>Historical Ottoman Turkish manuscripts remain severely under-resourced for automated transcription, compounded by cursive right-to-left Arabic-script writing, non-phonetic orthography, and a hybrid Turkish-Arabic-Persian vocabulary. This paper presents an end-to-end Vision-Language Model (VLM) framework for Ottoman handwritten text recognition (HTR), built by further LoRA (Low-Rank Adap...

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Literature Corpus work: f48329be-6352-578c-bdf1-bc3b9d045751
DOI: 10.21203/rs.3.rs-10418926/v1

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