Evaluating multi-focus natural language queries over data services

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012

Volumn , Issue , 2012, Pages 2547-2552

  Quarteroni, Silvia ^a   Guerrisi, Vincenzo ^a   La Torre, Pietro ^a  

^a POLITECNICO DI MILANO   (Italy)

Author keywords

Machine Learning; Question Answering; Web Data Services

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); LEARNING SYSTEMS;

CONJUNCTIVE QUERIES; MACHINE LEARNING METHODS; NATURAL LANGUAGE INTERFACES; NATURAL LANGUAGE QUERIES; NATURAL LANGUAGE QUESTIONS; QUESTION ANSWERING; SERVICE COMPOSITIONS; WEB DATA;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84893640607     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. D. Braga, M. Grossniklaus, F. Corcoglioniti, and S. Vadacca, 2011. Efficient Computation of Search Computing Queries, volume 6585 of LNCS, pages 141-155. Springer.
2. M. Collins. 1999. Head-driven statistical models for natural language parsing. Ph. D. Thesis, University of Pennsylvania
3. D. Damljanovic, M. Agatonovic, and H. Cunningham. 2010. Identification of the question focus: Combining syntactic analysis and ontology-based lookup through the user interaction. In Proceedings of LREC.
4. D. Damljanovic, M. Agatonovic, and H. Cunningham. 2010. Natural language interfaces to ontologies: Combining syntactic analysis and ontology-based lookup through the user interaction. In Proceedings of ESWC, pages 106-120.
5. Paolo Ferragina and Ugo Scaiella. 2010. Tagme: on-thefly annotation of short text fragments (by wikipedia entities). In Proceedings of CIKM'10, pages 1625-1628, New York, NY, USA. ACM.
6. T. Joachims. 1999. Making large scale SVM learning practical.
7. E. Kaufmann and A. Bernstein. 2007. How useful are natural language interfaces to the semantic web for casual end-users In The SemanticWeb, volume 4825 of LNCS, pages 281-294. Springer.
8. E. Kaufmann, A. Bernstein, and R. Zumstein. 2006. Querix: A natural language interface to query ontologies based on clarification dialogs. In Proceedings of ISWC, pages 980-981. Citeseer.
9. D. Klein and C. D. Manning. 2003. Accurate unlexicalized parsing. In Proceedings of ACL, pages 423-430. ACL.
10. Taku Kudo. 2005. CRF++: Yet another CRF toolkit.
11. J. Lafferty. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proceedings of ICML, 2001.
12. X. Li and D. Roth. 2002. Learning question classifiers. In Proceedings of ACL.
13. X. Li. 2010. Understanding the semantic structure of noun phrase queries. In Proceedings of ACL, pages 1337-1345.
14. M. F. Porter. 1980. An algorithm for suffix stripping. Program: electronic library and information systems, 14 (3): 130-137.
15. S. Quarteroni, A. V. Ivanov, and G. Riccardi. 2011. Simultaneous dialog act segmentation and classification from human-human spoken conversations. In ICASSP, pages 5596-5599.
16. Fabian M. Suchanek, Gjergji Kasneci, and Gerhard Weikum. 2007. YAGO: a core of semantic knowledge unifying WordNet and Wikipedia. In Proceedings of WWW '07, pages 697-706.
17. C. Wang, M. Xiong, Q. Zhou, and Y. Yu. 2007. Panto: A portable natural language interface to ontologies. In E. Franconi, M. Kifer, and W. May, editors, The Semantic Web: Research and Applications, volume 4519 of LNCS, pages 473-487. Springer.