23 citations · 51 across the 8 of their papers we have counts for
8 papers
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…
Utilizing Cognitive Signals Generated during Human Reading to Enhance Keyphrase Extraction from Microblogs
Xinyi Yan, Yingyi Zhang, Chengzhi Zhang
Microblogging platforms generate massive amounts of short, noisy, and dispersed user content, making automatic keyphrase extraction (AKE) an important but challenging task. Prior s…
Extracting Problem and Method Sentence from Scientific Papers: A Context-enhanced Transformer Using Formulaic Expression Desensitization
Yingyi Zhang, Chengzhi Zhang
Billions of scientific papers lead to the need to identify essential parts from the massive text. Scientific research is an activity from putting forward problems to using methods.…
Detection and Interpretability Analysis of Quotation Errors by Large Language Models
Bei Huang, Yingyi Zhang, Shenghao Huang +1
Purpose - Quotation error refers to the inconsistency between cited information and its original source. This phenomenon leads to a series of negative impacts, such as misinterpret…
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
Decheng Duan, Yingyi Zhang, Jitong Peng +1
Structured information extraction from scientific literature is crucial for capturing core concepts and emerging trends in specialized fields. While existing datasets aid model dev…
Enhancing Keyphrase Extraction from Academic Articles Using Section Structure Information
Chengzhi Zhang, Xinyi Yan, Lei Zhao +1
The exponential increase in academic papers has significantly increased the time required for researchers to access relevant literature. Keyphrase Extraction (KPE) offers a solutio…
Enhancing Keyphrase Extraction from Academic Articles with their Reference Information
Chengzhi Zhang, Lei Zhao, Mengyuan Zhao +1
With the development of Internet technology, the phenomenon of information overload is becoming more and more obvious. It takes a lot of time for users to obtain the information th…
Co-contributorship Network and Division of Labor in Individual Scientific Collaborations
Chao Lu, Yingyi Zhang, Yong-Yeol Ahn +3
Collaborations are pervasive in current science. Collaborations have been studied and encouraged in many disciplines. However, little is known how a team really functions from the…