A decade of in-text citation analysis based on natural language processing and machine learning techniques: an overview of empirical studies

Author:

Iqbal Sehrish,Hassan Saeed-UlORCID,Aljohani Naif Radi,Alelyani Salem,Nawaz Raheel,Bornmann Lutz

Funder

King Khalid University

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Computer Science Applications,General Social Sciences

Reference141 articles.

1. Abu-Jbara, A., Ezra, J., & Radev, D. (2013). Purpose and polarity of citation: Towards nlp-based bibliometrics. Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 596–606.

2. Agarwal, S., Choubey, L., & Yu, H. (2010). Automatically classifying the role of citations in biomedical articles. AMIA Annual Symposium Proceedings, 2010, 11.

3. Ahmad, R., & Afzal, M. T. (2018). CAD: An algorithm for citation-anchors detection in research papers. Scientometrics, 117(3), 1405–1423.

4. Aljaber, B., Martinez, D., Stokes, N., & Bailey, J. (2011). Improving Mesh classification of biomedical articles using citation contexts. Journal of Biomedical Informatics, 44(5), 881–896.

5. Ananiadou, S., Thompson, P., & Nawaz, R. (2013, March). Enhancing search: Events and their discourse context. In International conference on intelligent text processing and computational linguistics (pp. 318–334). Berlin, Heidelberg: Springer.

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