A meta-analysis of semantic classification of citations
The aim of this literature review is to examine the current state of the art in the area of citation
classification. In particular, we investigate the approaches for characterizing citations based …
classification. In particular, we investigate the approaches for characterizing citations based …
CORWA: A citation-oriented related work annotation dataset
Academic research is an exploratory activity to discover new solutions to problems. By this
nature, academic research works perform literature reviews to distinguish their novelties …
nature, academic research works perform literature reviews to distinguish their novelties …
SsciBERT: A pre-trained language model for social science texts
The academic literature of social sciences records human civilization and studies human
social problems. With its large-scale growth, the ways to quickly find existing research on …
social problems. With its large-scale growth, the ways to quickly find existing research on …
[HTML][HTML] Citation prediction by leveraging transformers and natural language processing heuristics
In scientific papers, it is common practice to cite other articles to substantiate claims, provide
evidence for factual assertions, reference limitations, and research gaps, and fulfill various …
evidence for factual assertions, reference limitations, and research gaps, and fulfill various …
Scientia potentia Est—on the role of knowledge in computational argumentation
Despite extensive research efforts in recent years, computational argumentation (CA)
remains one of the most challenging areas of natural language processing. The reason for …
remains one of the most challenging areas of natural language processing. The reason for …
[PDF][PDF] Automated citation function classification and context extraction in astrophysics: Leveraging paraphrasing and question answering
Scientific research relies heavily on the exchange of knowledge through citations in
academic literature. In the domain of astrophysics, the precise classification of citation …
academic literature. In the domain of astrophysics, the precise classification of citation …
A question answering framework for decontextualizing user-facing snippets from scientific documents
Many real-world applications (eg, note taking, search) require extracting a sentence or
paragraph from a document and showing that snippet to a human outside of the source …
paragraph from a document and showing that snippet to a human outside of the source …
[HTML][HTML] Content-based quality evaluation of scientific papers using coarse feature and knowledge entity network
Pre-evaluating scientific paper quality aids in alleviating peer review pressure and fostering
scientific advancement. Although prior studies have identified numerous quality-related …
scientific advancement. Although prior studies have identified numerous quality-related …
Extracting the evolutionary backbone of scientific domains: The semantic main path network analysis approach based on citation context analysis
X Jiang, J Liu - Journal of the association for information …, 2023 - Wiley Online Library
Main path analysis is a popular method for extracting the scientific backbone from the
citation network of a research domain. Existing approaches ignored the semantic …
citation network of a research domain. Existing approaches ignored the semantic …
Contributionsum: Generating disentangled contributions for scientific papers
Contributions are essentially the core of every scientific research, highlighting their key
values to the academic community. Systems that are capable of identifying the contributions …
values to the academic community. Systems that are capable of identifying the contributions …