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They use a gold standard consisting of manually annotated instances of inline terms (multi-word nominal expressions) of different types of documents (e.g., patent, journal article).
For this purpose, they study and compare different types of citation contexts in order to identify articles that play important role in the development of science.
This study can also be seen as a methodological framework for producing similar surveys for other scientific areas.
The authors report on the major obstacles that appear during such processing.
The second paper investigates the research topics and their evolution over time, the key innovative topics and the authors that introduced them, and also the reuse of papers and plagiarism.
Together, the two papers provide a survey of the literature in NLP and SLP and the data to understand the trends and the evolution of research in this research community.