Journal
JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY
Volume 67, Issue 3, Pages 683-706Publisher
WILEY
DOI: 10.1002/asi.23394
Keywords
bibliometrics; network analysis; computational linguistics
Funding
- National Science Foundation [IIS 0534323, IIS 0534784, IIS 0705832]
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The ACL Anthology is a large collection of research papers in computational linguistics. Citation data were obtained using text extraction from a collection of PDF files with significant manual postprocessing performed to clean up the results. Manual annotation of the references was then performed to complete the citation network. We analyzed the networks of paper citations, author citations, and author collaborations in an attempt to identify the most central papers and authors. The analysis includes general network statistics, PageRank, metrics across publication years and venues, the impact factor and h-index, as well as other measures.
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