Weakly-supervised discovery of named entities using web search queries Export

@inproceedings{pasca_2008_classes, 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.}, address = {New York, NY, USA}, author = {Pa\c{s}ca, Marius}, booktitle = {CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management}, citeulike-article-id = {2529350}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1321440.1321536}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1321440.1321536}, doi = {10.1145/1321440.1321536}, isbn = {978-1-59593-803-9}, keywords = {classification, queries, text}, location = {Lisbon, Portugal}, pages = {683--690}, posted-at = {2009-05-08 14:06:55}, priority = {1}, publisher = {ACM}, title = {Weakly-supervised discovery of named entities using web search queries}, url = {http://dx.doi.org/10.1145/1321440.1321536}, year = {2007} }

TY - CONF ID - pasca_2008_classes L3 - citeulike-article-id:2529350 N2 - 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. CY - Lisbon, Portugal SN - 978-1-59593-803-9 AD - New York, NY, USA EP - 690 TI - Weakly-supervised discovery of named entities using web search queries PB - ACM T2 - CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management SP - 683 KW - classification KW - queries KW - text AU - Paşca, Marius PY - 2007/// UR - http://dx.doi.org/10.1145/1321440.1321536 ER -