Yingqi Zou

Task-Adaptive Reinforcement Learning for Unified OCR in Maritime and Complex Documents

Maritime logistics relies on documents that combine dense multilingual text, irregular layouts, and task-specific output schemas, requiring operational systems to recover text, structure, location, and semantics. We trained Hi-Dolphin-OCRusing a task-adaptive reinforcement-learning framework that formulates text spotti...