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RESEARCH27

HUOZIIME: An On-Device LLM-enhanced Input Method for Deep Personalization

arXiv CS.CLΒ·April 17, 2026

HUOZIIME is an innovative LLM-enhanced input method editor (IME) designed for mobile devices, aiming for deep, real-time personalization. It leverages a post-trained base LLM and a hierarchical memory mechanism to capture user-specific history, ensuring efficient and private operation under mobile constraints.

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