6 citations · 6 across the 3 of their papers we have counts for
4 papers
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…
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,…
Enhancing Unsupervised Keyword Extraction in Academic Papers through Integrating Highlights with Abstract
Yi Xiang, Chengzhi Zhang
Automatic keyword extraction from academic papers is a key area of interest in natural language processing and information retrieval. Although previous research has mainly focused…
Beyond Pairwise Distance: Cognitive Traversal Distance as a Holistic Measure of Scientific Novelty
Yi Xiang, Pascal Welke, Chengzhi Zhang +1
Scientific novelty is a critical construct in bibliometrics and is commonly measured by aggregating pairwise distances between the knowledge units underlying a paper. While prior w…