Weakly-supervised discovery of named entities using web search queries. Paşca, M. Proceedings of the sixteenth ACM conference on Conference on information and knowledge management CIKM 07, ACM Press, 2007.
Website abstract bibtex A seed-based framework for textual information extraction allows for weakly supervised extraction of named entities from anonymized Web search queries. The extraction is guided by a small set of seed named entities, without any need for handcrafted extraction patterns or domain-specific knowledge, allowing for the acquisition of named entities pertaining to various classes of interest to Web search users. Inherently noisy search queries are shown to be a highly valuable, albeit little explored, resource for Web-based named entity discovery.
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abstract = {A seed-based framework for textual information extraction allows for weakly supervised extraction of named entities from anonymized Web search queries. The extraction is guided by a small set of seed named entities, without any need for handcrafted extraction patterns or domain-specific knowledge, allowing for the acquisition of named entities pertaining to various classes of interest to Web search users. Inherently noisy search queries are shown to be a highly valuable, albeit little explored, resource for Web-based named entity discovery.},
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author = {Paşca, Marius},
journal = {Proceedings of the sixteenth ACM conference on Conference on information and knowledge management CIKM 07}
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