Abstract Scientific articles often include in-text citations quoting from external sources. When the cited source is an article, citation context can be analyzed by exploring article full-text. To quickly access key information, researchers are interested in identifying sections of that most pertinent to text surrounding citing article. This paper first performs a data-driven analysis correlati...

Full Text Volume 10 Number 2 July 2023

The objective is to automatically identify trends in Fetal Medicine over the past 10 years through a bibliometric analysis of articles published in Prenatal Diagnosis, using text mining techniques. We processed 2,423 full-text articles published in Prenatal Diagnosis between 2006 and 2015. We extracted salient terms, calculated their frequencies over time, and established evolution profiles for...

Background The full Trans Pacific Partnership Agreement (TPP) document was released one month after the announcement of its conclusion on October 5, 2015. The published text confirmed some fears1 but also brought relief as the details of what had been negotiated by twelve very diverse countries on the Pacific Rim became known.2 The text has being analyzed by legislative bodies, their constituen...

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In this paper we describe a novel task, namely the Diachronic Text Evaluation task. A corpus of snippets which contain relevant information for the time when the text was created is extracted from a large collection of newspapers published between 1700 and 2010. The task, subdivided in three subtasks, requires the automatic system to identify the time interval when the piece of news was written...

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