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» Semantic Convergence of Wikipedia Articles
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SIGIR
2010
ACM
13 years 9 months ago
Supervised query modeling using wikipedia
We use Wikipedia articles to semantically inform the generation of query models. To this end, we apply supervised machine learning to automatically link queries to Wikipedia artic...
Edgar Meij, Maarten de Rijke
LREC
2010
154views Education» more  LREC 2010»
13 years 6 months ago
WikiWoods: Syntacto-Semantic Annotation for English Wikipedia
WikiWoods is an ongoing initiative to provide rich syntacto-semantic annotations for English Wikipedia. We sketch an automated processing pipeline to extract relevant textual cont...
Dan Flickinger, Stephan Oepen, Gisle Ytrestø...
EMNLP
2007
13 years 6 months ago
Large-Scale Named Entity Disambiguation Based on Wikipedia Data
This paper presents a large-scale system for the recognition and semantic disambiguation of named entities based on information extracted from a large encyclopedic collection and ...
Silviu Cucerzan
CIKM
2008
Springer
13 years 7 months ago
Learning to link with wikipedia
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...
David N. Milne, Ian H. Witten
ICDM
2008
IEEE
147views Data Mining» more  ICDM 2008»
13 years 11 months ago
Clustering Documents with Active Learning Using Wikipedia
Wikipedia has been applied as a background knowledge base to various text mining problems, but very few attempts have been made to utilize it for document clustering. In this pape...
Anna Huang, David N. Milne, Eibe Frank, Ian H. Wit...