Pasca, CIKM 2007
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Pasca M. 2007. Weakly-supervised discovery of named entities using web search queries. In Proceedings of the sixteenth ACM conference on Conference on Information and Knowledge Management. pages 683-690.
Online version
Summary
In aim of this paper is to extract relevant class instances from query logs given a set of target classes and a set of seed instances without using any domain knowledge or handcrafted extraction patterns.
The detailed summary of the paper can be found at Paper Presentation Pasca,CIKM 2007.
This paper is following another paper of the author (Pasca, WWW 2007) in which he extracted class attributes from web query logs. Same Google Web Queries (Pasca) data set was used in both papers.