44 citations · 199 across the 15 of their papers we have counts for
15 papers
Unveiling Novelty Evolution in the field of Library and Information Science in China
Chen Yang, Yuzhuo Wang, Chengzhi Zhang
This study analyzes the novelty distribution of scholarly papers in the field of Library and Information Science (LIS) in China, with a focus on differences across journals, resear…
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…
Revealing the Technology Development of Natural Language Processing: A Scientific Entity-Centric Perspective
Heng Zhang, Chengzhi Zhang, Yuzhuo Wang
Most studies on technology development have been conducted from a thematic perspective, but the topics are coarse-grained and insufficient to accurately represent technology. The d…
Do more heads imply better performance? An empirical study of team thought leaders' impact on scientific team performance
Yi Zhao, Yuzhuo Wang, Heng Zhang +4
Thought leadership plays a crucial role in boosting team performance; thus, teams with more thought leaders may perform better. However, the impact of the number of thought leaders…
Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers
Yuzhuo Wang, Chengzhi Zhang, Min Song +3
Algorithms have become central to scientific research in the era of artificial intelligence (AI). Although algorithm mentions in papers are often used to indicate popularity and in…
Beyond Single-Dimension Novelty: How Combinations of Theory, Method, and Results-based Novelty Shape Scientific Impact
Yi Zhao, Yang Chenggang, Yuzhuo Wang +3
Scientific novelty drives advances at the research frontier, yet it is also associated with heightened uncertainty and potential resistance from incumbent paradigms, leading to com…
NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment
Wenqing Wu, Yi Zhao, Yuzhuo Wang +4
Novelty is a core requirement in academic publishing and a central focus of peer review, yet the growing volume of submissions has placed increasing pressure on human reviewers. Wh…
The Effect of Gender Diversity on Scientific Team Impact: A Team Roles Perspective
Yi Zhao, Yongjun Zhu, Donghun Kim +4
The influence of gender diversity on the success of scientific teams is of great interest to academia. However, prior findings remain inconsistent, and most studies operationalize…
How do software citation formats evolve over time? A longitudinal analysis of R programming language packages
Yuzhuo Wang, Kai Li
Under the data-driven research paradigm, research software has come to play crucial roles in nearly every stage of scientific inquiry. Scholars are advocating for the formal citati…
Automatic Recognition and Classification of Future Work Sentences from Academic Articles in a Specific Domain
Chengzhi Zhang, Yi Xiang, Wenke Hao +3
Future work sentences (FWS) are the particular sentences in academic papers that contain the author's description of their proposed follow-up research direction. This paper present…
A Review on Method Entities in the Academic Literature: Extraction, Evaluation, and Application
Yuzhuo Wang, Chengzhi Zhang, Kai Li
In scientific research, the method is an indispensable means to solve scientific problems and a critical research object. With the advancement of sciences, many scientific methods…
Enhancing Identification of Structure Function of Academic Articles Using Contextual Information
Bowen Ma, Chengzhi Zhang, Yuzhuo Wang +1
With the enrichment of literature resources, researchers are facing the growing problem of information explosion and knowledge overload. To help scholars retrieve literature and ac…
Characterizing References from Different Disciplines: A Perspective of Citation Content Analysis
Chengzhi Zhang, Lifan Liu, Yuzhuo Wang
Multidisciplinary cooperation is now common in research since social issues inevitably involve multiple disciplines. In research articles, reference information, especially citatio…
Using the Full-text Content of Academic Articles to Identify and Evaluate Algorithm Entities in the Domain of Natural Language Processing
Yuzhuo Wang, Chengzhi Zhang
In the era of big data, the advancement, improvement, and application of algorithms in academic research have played an important role in promoting the development of different dis…
WordSup: Exploiting Word Annotations for Character based Text Detection
Han Hu, Chengquan Zhang, Yuxuan Luo +3
Imagery texts are usually organized as a hierarchy of several visual elements, i.e. characters, words, text lines and text blocks. Among these elements, character is the most basic…