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Zhejiang University ♣ JIUTIAN Research
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Cortex revolutionizes corpus construction by replacing flat document collections with a structured Ontological Corpus Graph that enhances data quality and inter-domain associations.
An optimal knowledge distribution can significantly enhance LLM knowledge boundaries, outperforming traditional synthesis methods across multiple benchmarks.
Current GUI reasoning models fail because they lack a comprehensive understanding of UI elements; UILoop fixes this by explicitly modeling UI element localization, function, and usage, leading to SOTA performance.
