Low-cost supervision for multiple-source attribute extraction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5449 LNCS, Issue , 2009, Pages 382-393

  Reisinger, Joseph ^a   Paşca, Marius ^b  

^a UNIVERSITY OF TEXAS AT AUSTIN   (United States)

^b GOOGLE INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ATTRIBUTE EXTRACTION; DOMAIN-SPECIFIC KNOWLEDGE; QUERY LOGS; TEXTUAL DATA; WEB DOCUMENT; WEB SEARCH QUERIES; WEB SEARCHES;

COMPUTATIONAL LINGUISTICS; INFORMATION RETRIEVAL; TEXT PROCESSING; WORD PROCESSING;

WORLD WIDE WEB;

EID: 67650531659     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-00382-0_31     Document Type: Conference Paper

References (23)

1. Tokunaga, K., Kazama, J., Torisawa, K.: Automatic discovery of attribute words from web documents. In: Dale, R., Wong, K.-F., Su, J., Kwong, O.Y. (eds.) IJCNLP 2005. LNCS, vol. 3651, pp. 106-118. Springer, Heidelberg (2005)
2. Paşca, M.: Organizing and searching the World Wide Web of facts - step two: Harnessing the wisdom of the crowds. In: Proceedings of the 16th WorldWideWeb Conference (WWW 2007), Banff, Canada, pp. 101-110 (2007)
3. Paşca, M., Van Durme, B., Garera, N.: The role of documents vs. queries in extracting class attributes from text. In: Proceedings of the 16th International Conference on Information and Knowledge Management (CIKM 2007), Lisbon, Portugal, pp. 485-494 (2007)
4. Lee, L.: Measures of distributional similarity. In: Proceedings of the 37th Annual Meeting of the Association of Computational Linguistics (ACL 1999), College Park, Maryland, pp. 25-32 (1999)
5. Agichtein, E., Gravano, L.: Snowball: Extracting relations from large plaintext collections. In: Proceedings of the 5th ACM International Conference on Digital Libraries (DL 2000), San Antonio, Texas, pp. 85-94 (2000)
6. Lin, D., Pantel, P.: Concept discovery from text. In: Proceedings of the 19th International Conference on Computational linguistics (COLING 2002), Taipei, Taiwan, pp. 1-7 (2002)
7. Shinzato, K., Torisawa, K.: Acquiring hyponymy relations from Web documents. In: Proceedings of the 2004 Human Language Technology Conference (HLT-NAACL 2004), Boston, Massachusetts, pp. 73-80 (2004)
8. Brants, T.: TnT - a statistical part of speech tagger. In: Proceedings of the 6th Conference on Applied Natural Language Processing (ANLP 2000), Seattle, Washington, pp. 224-231 (2000)
9. Voorhees, E.: Evaluating answers to definition questions. In: Proceedings of the 2003 Human Language Technology Conference (HLT-NAACL 2003), Edmonton, Canada, pp. 109-111 (2003)
10. Craven, M., DiPasquo, D., Freitag, D., McCallum, A., Mitchell, T., Nigam, K., Slattery, S.: Learning to construct knowledge bases from the world wide web. Artificial Intelligence 118, 69-113 (2000)
11. Schubert, L.: Turing's dream and the knowledge challenge. In: Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), Boston, Massachusetts (2006)
12. Collins,M., Singer, Y.: Unsupervised models for named entity classification. In: Proceedings of the 1999 Conference on Empirical Methods in Natural Language Processing and Very Large Corpora (EMNLP/VLC 1999), College Park, Maryland, pp. 189-196 (1999)
13. Shinyama, Y., Sekine, S.: Named entity discovery using comparable news articles. In: Proceedings of the 20th International Conference on Computational Linguistics (COLING 2004), Geneva, Switzerland, pp. 848-853 (2004)
14. Klementiev, A., Roth, D.:Weakly supervised named entity transliteration and discovery from multilingual comparable corpora. In: Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), Sydney, Australia, pp. 817-824 (2006)
15. Riloff, E., Jones, R.: Learning dictionaries for information extraction by multi-level bootstrapping. In: Proceedings of the 16th National Conference on Artificial Intelligence (AAAI 1999), Orlando, Florida, pp. 474-479 (1999)
16. Feldman, R., Rosenfeld, B.: Boosting unsupervised relation extraction by using NER. In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP-ACL 2006), Sydney, Australia, pp. 473-481 (2006)
17. Thelen, M., Riloff, E.: A bootstrapping method for learning semantic lexicons using extraction pattern contexts. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2002), Philadelphia, Pennsylvania, pp. 214-221 (2002)
18. Cafarella, M., Downey, D., Soderland, S., Etzioni, O.: KnowItNow: Fast, scalable information extraction from the Web. In: Proceedings of the Human Language Technology Conference (HLT-EMNLP 2005), Vancouver, Canada, pp. 563-570 (2005)
19. Chklovski, T., Gil, Y.: An analysis of knowledge collected from volunteer contributors. In: Proceedings of the 20th National Conference on Artificial Intelligence (AAAI 2005), Pittsburgh, Pennsylvania, pp. 564-571 (2005)
20. Ravi, S., Paşca, M.: Using structured text for large-scale attribute extraction. In: Proceedingsof the 17th International Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, pp. 1183-1192 (2008)
21. Yoshinaga, N., Torisawa, K.: Open-domain attribute-value acquisition from semi-structured texts. In: Proceedings of the 6th International Semantic Web Conference (ISWC 2007), Workshop on Text to Knowledge: The Lexicon/Ontology Interface (OntoLex 2007), Busan, South Korea, pp. 55-66 (2007)
22. Probst, K., Ghani, R., Krema, M., Fano, A., Liu, Y.: Semi-supervised learning of attributevalue pairs from product descriptions. In: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), Hyderabad, India, pp. 2838-2843 (2007)
23. Pantel, P., Pennacchiotti, M.: Espresso: Leveraging generic patterns for automatically harvesting semantic relations. In: Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), Sydney, Australia, pp. 113-120 (2006)