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Chengzhi 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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arxivcs.CLcs.AIcs.DLcs.IR2026-06-29Cited by 5

Exploring Motivations for Algorithm Mention in the Domain of Natural Language Processing: A Deep Learning Approach

Yuzhuo Wang, Yi Xiang, Chengzhi Zhang

With the rise of data-intensive science, algorithms have become central to scientific research. In academic papers, algorithms are mentioned for different purposes, such as describing, using, comparing, or improving methods for specific research tasks. Identifying these purposes…

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