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cs.CL2026
Building a Multimodal Dataset of Academic Paper for Keyword Extraction
Jingyu Zhang, Xinyi Yan, Yi Xiang +2
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 deficiencie…
cs.CL2026★ 6 cited
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 describ…
cs.CL2026
Automatic Generation of Highlights for Academic Paper Via Prompt-based Learning
Yi Xiang, Chengzhi Zhang, Heng Zhang
Highlights provide a concise summary of the main contributions of an academic paper and help readers quickly understand its focus. However, many journals do not provide highlights,…