Prompting strategies for citation classification
Citation classification aims to identify the purpose of the cited article in the citing article.
Previous citation classification methods rely largely on supervised approaches. The models …
Previous citation classification methods rely largely on supervised approaches. The models …
OpCitance: Citation contexts identified from the PubMed Central open access articles
OpCitance contains all the sentences from 2 million PubMed Central open-access (PMCOA)
articles, with 137 million inline citations annotated (ie, the “citation contexts”). Parsing out the …
articles, with 137 million inline citations annotated (ie, the “citation contexts”). Parsing out the …
Scientific document processing: challenges for modern learning methods
Neural network models enjoy success on language tasks related to Web documents,
including news and Wikipedia articles. However, the characteristics of scientific publications …
including news and Wikipedia articles. However, the characteristics of scientific publications …
Dynamic context extraction for citation classification
We investigate the effect of varying citation context window sizes on model performance in
citation intent classification. Prior studies have been limited to the application of fixed-size …
citation intent classification. Prior studies have been limited to the application of fixed-size …
Exploring the applicability of large language models to citation context analysis
K Nishikawa, H Koshiba - Scientometrics, 2024 - Springer
Unlike traditional citation analysis, which assumes that all citations in a paper are
equivalent, citation context analysis considers the contextual information of individual …
equivalent, citation context analysis considers the contextual information of individual …
[PDF][PDF] On the use of language models for function identification of citations in scholarly papers
T Ikoma, S Matsubara - Proceedings of the Second Workshop on …, 2023 - aclanthology.org
Citation graphs represent the citation relations between papers, and they are commonly
used by researchers to identify relevant papers. However, citation graphs do not always …
used by researchers to identify relevant papers. However, citation graphs do not always …
Prompting Strategies for Citation Classification
Citation classification aims to identify the purpose of the cited article in the citing article.
Previous citation classification methods rely largely on supervised approaches. The models …
Previous citation classification methods rely largely on supervised approaches. The models …
[PDF][PDF] 融合多种特征的多学科引文分类研究
郑智涵， **昕雨， 孟凡， 步一 - 情报学报, 2024 - qbxb.istic.ac.cn
摘要引文分类研究作为深入理解引用行为的主要方式, 在文献管理, 检索与利用等多个场景中
发挥着重要作用. 本研究通过机器学**的方法, 在回顾了重要的引用行为机理研究与引文分类 …
发挥着重要作用. 本研究通过机器学**的方法, 在回顾了重要的引用行为机理研究与引文分类 …
Classification des contextes de citation: exploration des relations sémantiques des citations à l'ère de la prolifération de la production scientifique
Y Fei - Les doctorales de la SFSIC 2024, 2024 - hal.science
L'accélération de la production scientifique à l'ère de l'IA et de la Science Ouverte
renouvelle les enjeux de recherche autour de la recherche d'information scientifique (RI) …
renouvelle les enjeux de recherche autour de la recherche d'information scientifique (RI) …