An OCR-aware multilingual framework combining synthetic data generation, LoRA SFT, and visual CoT prompting improves text extraction and translation robustness in multimodal LLMs on degraded images.
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Multilingual OCR-Aware Fine-Tuning and Prompt-Guided Chain-of-Thought Reasoning for Multimodal Large Language Models
An OCR-aware multilingual framework combining synthetic data generation, LoRA SFT, and visual CoT prompting improves text extraction and translation robustness in multimodal LLMs on degraded images.