Scalable Ad-hoc entity extraction from text collections

Proceedings of the VLDB Endowment

Volumn 1, Issue 1, 2008, Pages 945-957

  Agrawal, Sanjay ^a   Chakrabarti, Kaushik ^a   Chaudhuri, Surajit ^a   Ganti, Venkatesh ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING;

ENTITY EXTRACTIONS; INVERTED INDICES; REAL DATA SETS; TEXT COLLECTION;

EXTRACTION;

EID: 77950901996     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/1453856.1453958     Document Type: Article

References (18)

1. E. Agichtein and L. Gravano. Querying text databases for efficient information extraction. In Proceedings of ICDE Conference, 2003.
2. A. Agresti. An introduction to categorical data analysis. Wiley, 2007.
3. A. V. Aho and M. J. Corasick. Efficient string matching: An aid to bibliographic search. Communications of the ACM, June 1975.
4. D. E. Appelt and D. Israel. Introduction to Information Extraction Technology. IJCAI-99 Tutorial, 1999.
5. A. Arasu, V. Ganti, and R. Kaushik. Efficient exact set-similarity joins. In Proceedings of VLDB, Seoul, South Korea, September 2006.
6. M. J. Cafarella and O. Etzioni. A Search Engine for Natural Language Applications. In WWW Conference, 2005.
7. K. Chakrabarti, S. Chaudhuri, V. Ganti, and D. Xin. An efficient filter for approximate membership checking. In Proceedings of ACM SIGMOD, 2008.
8. A. Chandel, P. C. Nagesh, and S. Sarawagi. Efficient batch top-k search for dictionary-based entity recognition. In Proceedings of ICDE, Los Alamitos, 2006.
9. S. Chaudhuri, P. Ganesan, and S. Sarawagi. Factorizing complex predicates in queries to exploit indexes. In Proceedings of ACM SIGMOD, June 2003.
10. W. Cohen and S. Sarawagi. Exploiting dictionaries in named entity extraction: combining semi-markov extraction processes and data integration methods. In In Proceedings of ACM SIGKDD, 2004.
11. O. Etzioni, M. Cafarella, D. Downey, S. Kok, A. Popescu, T. Shaked, S. Soderland, D. Weld, and A. Yates. Web-scale information extraction in KnowItAll. In In Proceedings of WWW, 2004.
12. R. Grishman. Information Extraction: Techniques and Challenges. In SCIE, 1997.
13. P. G. Ipeirotis, E. Agichtein, P. Jain, and L. Gravano. To Search or to Crawl?: towards a Query Optimizer for Text-Centric Tasks. In SIGMOD, pages 265-276, 2006.
14. H. Jerry, R. Douglas, E. Appelt, J. Bear, D. Israel, M. Kameyama, M. Stickel, and M. Tyson. Fastus: A cascaded finite-state transducer for extracting information from natural-language text, 1996.
15. J. Lafferty, A. McCallum, and F. Pereira. Conditional random fields: probabilistic models for segmenting and labeling sequence data. In Proceedings of ICML, 2001.
16. S. Sarawagi and A. Kirpal. Efficient set joins on similarity predicates. In Proceedings of ACM SIGMOD, pages 743-754, 2004.
17. F. Sebastiani. Machine Learning in Automated Text Categorization. ACM Computing Surveys, 34(1):1-47, 2002.
18. I. Witten, A. Moffat, and T. Bell. Managing gigabytes: Compressing and indexing documents and images. Morgan Kaufmann, 1999.