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Yingyi Zhang

2 papers indexed

arxivcs.CLcs.DLcs.HCcs.IR2026-06-30

Building a Multimodal Dataset of Academic Paper for Keyword Extraction

Jingyu Zhang, Xinyi Yan, Yi Xiang, Yingyi Zhang, Chengzhi Zhang

Up to this point, keyword extraction task typically relies solely on textual data. Neglecting visual details and audio features from image and audio modalities leads to deficiencies in information richness and overlooks potential correlations, thereby constraining the model's abi…

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crossrefBuildings2026-02-21

Leveraging Machine Learning to Explore the Spatial Function Service Value Through Human Perceptual Experience

Yingyi Zhang, Qi Shi, Jiayi Gao

Spatial function is critical to sustainable development in modern metropolises. Traditional spatial function patterns are mainly shaped by market forces, policies and zoning regulations. The role of human perceptual experience remains understudied. Taking Beijing as the study are…

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