Entity extraction via ensemble semantics

EMNLP 2009 - Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: A Meeting of SIGDAT, a Special Interest Group of ACL, Held in Conjunction with ACL-IJCNLP 2009

Volumn , Issue , 2009, Pages 238-247

  Pennacchiotti, Marco ^a   Pantel, Patrick ^a  

^a YAHOO RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SEMANTICS;

ENTITY EXTRACTIONS; INFORMATION EXTRACTION SYSTEMS; PATTERN-BASED SYSTEMS; QUALITY RESOURCES; QUERY LOGS; STATE OF THE ART; WIKIPEDIA;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053405472     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1699510.1699542     Document Type: Conference Paper

References (26)

1. Steven Abney. 1991. Learning taxonomic relations from heterogeneous sources of evidence. In Principle-Based Parsing. Kluwer Academic Publishers.
2. Eric Brill. 1995. Transformation-based error-driven learning and natural language processing: A case study in part of speech tagging. Computational Linguistics, 21(4).
3. Michael J. Cafarella, Doug Downey, Stephen Soderland, and Oren Etzioni. 2005. KnowItNow: Fast, scalable information extraction from the web. In Proceedings of EMNLP-2005.
4. Huanhuan Cao, Daxin Jiang, Jian Pei, Qi He, Zhen Liao, Enhong Chen, and Hang Li. 2008. Contextaware query suggestion by mining click-through and session data. In Proceedings of KDD-08, pages 875-883.
5. Surajit Chaudhuri, Venkatesh Ganti, and Dong Xin. 2009. Exploiting web search to generate synonyms for entities. In Proceedings ofWWW-09, pages 151-160.
6. Philipp Cimiano and Steffen Staab. 2004. Learning by googling. SIGKDD Explorations, 6(2):24-34.
7. Philipp Cimiano and Johanna Volker. 2005. Towards large-scale, open-domain and ontology-based named entity classification. In Proceedings of RANLP-2005, pages 166-172.
8. Philipp Cimiano, Aleksander Pivk, Lars Schmidt-Thieme, and Steffen Staab. 2005. Learning taxonomic relations from heterogeneous sources of evidence. In Ontology Learning from Text: Methods, Evaluation and Applications, pages 59-73. IOS Press.
9. Michael Fleischman and Eduard Hovy. 2002. Classification of named entities. In Proceedings of COLING 2002.
10. Jerome H. Friedman. 2001. Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29(5):1189-1232.
11. Jerome H. Friedman. 2006. Recent advances in predictive (machine) learning. Journal of Classification, 23(2):175-197.
12. Zellig Harris. 1964. Distributional structure. In Jerrold J. Katz and Jerry A. Fodor, editors, The Philosophy of Linguistics, New York. Oxford University Press.
13. Marti A. Hearst. 1992. Automatic acquisition of hyponyms from large text corpora. In Proceedings of COLING-92, pages 539-545.
14. Jian Hu, Gang Wang, Fred Lochovsky, Jian tao Sun, and Zheng Chen. 2009. Understanding user's query intent with Wikipedia. In Proceedings of WWW-09, pages 471-480.
15. Dekang Lin. 1998. Automatic retrieval and clustering of similar words. In Proceedings of COLING-ACL-98.
16. Joseph F. Mc Carthy andWendy G Lehnert. 2005. Using decision trees for coreference resolution. In Proceedings of IJCAI-1995, pages 1050-1055.
17. Shachar Mirkin, Ido Dagan, and Maayan Geffet. 2006. Integrating pattern-based and distributional similarity methods for lexical entailment acquisition. In Proceedings of ACL/COLING-06, pages 579-586.
18. Marius Paşca and Benjamin Van Durme. 2008. Weakly-supervised acquisition of open-domain classes and class attributes from web documents and query logs. In Proceedings of ACL-08, pages 19-27.
19. Marius Paşca, Dekang Lin, Jeffrey Bigham, Andrei Lifchits, and Alpa Jain. 2006. Organizing and searching the world wide web of facts - step one: The one-million fact extraction challenge. In Proceedings of AAAI-06, pages 1400-1405.
20. Marius Paşca. 2007. Weakly-supervised discovery of named entities using web search queries. In Proceedings of CIKM-07, pages 683-690, New York, NY, USA.
21. Patrick Pantel and Marco Pennacchiotti. 2006. Espresso: A Bootstrapping Algorithm for Automatically Harvesting Semantic Relations. In Proceedings of ACL-2006, Sydney, Australia.
22. Patrick Pantel, Eric Crestan, Arkady Borkovsky, Ana-Maria Popescu, and Vishnu Vyas. 2009. Web-scale distributional similarity and entity set expansion. In Proceedings of EMNLP-09, Singapore.
23. Ellen Riloff and Rosie Jones. 1999. Learning dictionaries for information extraction by multi-level bootstrapping. In Proceedings of AAAI-99, pages 474-479.
24. Partha Pratim Talukdar, Joseph Reisinger, Marius Paşca, Deepak Ravichandran, Rahul Bhagat, and Fernando Pereira. 2008. Weakly-supervised acquisition of labeled class instances using graph random walks. In Proceedings of EMNLP-08, pages 582-590.
25. Bin Tan and Fuchun Peng. 2006. Unsupervised query segmentation using generative language models and wikipedia. In Proceedings of WWW-06, pages 1400-1405.
26. Hristo Tanev and Bernardo Magnini. 2006. Weakly supervised approaches for ontology population. In Proceedings of EACL-2006.