Learning to link with wikipedia Export

@inproceedings{citeulike:3849424, abstract = {This paper describes how to automatically cross-reference documents with Wikipedia: the largest knowledge base ever known. It explains how machine learning can be used to identify significant terms within unstructured text, and enrich it with links to the appropriate Wikipedia articles. The resulting link detector and disambiguator performs very well, with recall and precision of almost 75\%. This performance is constant whether the system is evaluated on Wikipedia articles or "real world" documents.}, address = {New York, NY, USA}, author = {Milne, David and Witten, Ian H.}, booktitle = {CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management}, citeulike-article-id = {3849424}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1458150}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1458082.1458150}, doi = {10.1145/1458082.1458150}, isbn = {978-1-59593-991-3}, keywords = {wikification, wikipedia}, location = {Napa Valley, California, USA}, pages = {509--518}, posted-at = {2009-06-25 14:55:32}, priority = {0}, publisher = {ACM}, title = {Learning to link with wikipedia}, url = {http://dx.doi.org/10.1145/1458082.1458150}, year = {2008} }

TY - CONF ID - citeulike:3849424 L3 - citeulike-article-id:3849424 N2 - This paper describes how to automatically cross-reference documents with Wikipedia: the largest knowledge base ever known. It explains how machine learning can be used to identify significant terms within unstructured text, and enrich it with links to the appropriate Wikipedia articles. The resulting link detector and disambiguator performs very well, with recall and precision of almost 75%. This performance is constant whether the system is evaluated on Wikipedia articles or "real world" documents. CY - Napa Valley, California, USA SN - 978-1-59593-991-3 AD - New York, NY, USA EP - 518 TI - Learning to link with wikipedia PB - ACM T2 - CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management SP - 509 KW - wikification KW - wikipedia AU - Milne, David AU - Witten, Ian PY - 2008/// UR - http://dx.doi.org/10.1145/1458082.1458150 ER -