Citation recommendation: approaches and datasets

M Färber, A Jatowt - International Journal on Digital Libraries, 2020 - Springer
Citation recommendation describes the task of recommending citations for a given text. Due
to the overload of published scientific works in recent years on the one hand, and the need …

A neural citation count prediction model based on peer review text

S Li, WX Zhao, EJ Yin, JR Wen - Proceedings of the 2019 …, 2019 - aclanthology.org
Citation count prediction (CCP) has been an important research task for automatically
estimating the future impact of a scholarly paper. Previous studies mainly focus on extracting …

[HTML][HTML] Providing citations to support fact-checking: Contextualizing detection of sentences needing citation on small wikipedias

A Halitaj, A Zubiaga - Natural Language Processing Journal, 2024 - Elsevier
Authoritative citations are critical to ensure information integrity, especially in encyclopedias
like Wikipedia. To date, research on automating citation worthiness detection has largely …

Task definition and integration for scientific-document writing support

H Narimatsu, K Koyama, K Dohsaka… - Proceedings of the …, 2021 - aclanthology.org
With the increase in the number of published academic papers, growing expectations have
been placed on research related to supporting the writing process of scientific papers …

On the use of context for predicting citation worthiness of sentences in scholarly articles

R Gosangi, R Arora, M Gheisarieha, D Mahata… - arxiv preprint arxiv …, 2021 - arxiv.org
In this paper, we study the importance of context in predicting the citation worthiness of
sentences in scholarly articles. We formulate this problem as a sequence labeling task …

Modeling citation worthiness by using attention-based bidirectional long short-term memory networks and interpretable models

T Zeng, DE Acuna - Scientometrics, 2020 - Springer
Scientist learn early on how to cite scientific sources to support their claims. Sometimes,
however, scientists have challenges determining where a citation should be situated—or …

ALPET: Active Few-shot Learning for Citation Worthiness Detection in Low-Resource Wikipedia Languages

A Halitaj, A Zubiaga - arxiv preprint arxiv:2502.03292, 2025 - arxiv.org
Citation Worthiness Detection (CWD) consists in determining which sentences, within an
article or collection, should be backed up with a citation to validate the information it …

Citation worthiness identification for fine-grained citation recommendation systems

M Roostaee - Iranian Journal of Science and Technology …, 2022 - Springer
Citing properly in order to support concepts, claims and arguments is one of the main
requirements of writing any scientific text. However, manual analysis of the input text to …

CiteCaseLAW: Citation Worthiness Detection in Caselaw for Legal Assistive Writing.

M Khatri, R Sheik, Y Kumar, RR Shah, P Kumaraguru - JURIX, 2023 - ebooks.iospress.nl
Complex legal language, filled with jargon, nuanced language semantics, and a high level
of domain specificity, poses a significant challenge for automation in handling various legal …

Citation Worthiness Assessment using Deep Learning Techniques

R Manjusha, M Logkesh, VA Ashwath… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
In the realm of scientific and technological research, the identification of citation worthiness,
which involves determining whether a sentence merits citation, is crucial for scholarly …