Knowledge-based question answering as machine translation

52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference

Volumn 1, Issue , 2014, Pages 967-976

  Bao, Junwei ^a   Duan, Nan ^b   Zhou, Ming ^b   Zhao, Tiejun ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; KNOWLEDGE BASED SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS;

KNOWLEDGE BASIS (KBS); MACHINE TRANSLATIONS; MINIMUM ERROR RATE TRAININGS; NATURAL LANGUAGE QUESTIONS; QUESTION ANSWERING; RELATION EXPRESSION; TRANSLATION METHOD; UNIFIED FRAMEWORK;

TRANSLATION (LANGUAGES);

EID: 84906923905     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/v1/p14-1091     Document Type: Conference Paper

References (27)

1. Yoav Artzi and Luke S. Zettlemoyer. 2011. Bootstrapping semantic parsers from conversations. In EMNLP, pages 421-432.
2. Yoav Artzi, Nicholas FitzGerald, and Luke S. Zettlemoyer. 2013. Semantic parsing with combinatory categorial grammars. In ACL (Tutorial Abstracts), page 2.
3. Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013. Semantic parsing on freebase from question-answer pairs. In EMNLP, pages 1533-1544.
4. Qingqing Cai and Alexander Yates. 2013. Large-scale semantic parsing via schema matching and lexicon extension. In ACL, pages 423-433.
5. James Clarke and Mirella Lapata. 2010. Discourse constraints for document compression. Computational Linguistics, 36(3):411-441.
6. Abdessamad Echihabi and Daniel Marcu. 2003. A noisy-channel approach to question answering. In ACL.
7. Cristina Espana-Bonet and Pere R. Comas. 2012. Full machine translation for factoid question answering. In EACL, pages 20-29.
8. Anthony Fader, Stephen Soderland, and Oren Etzioni. 2011. Identifying relations for open information extraction. In EMNLP, pages 1535-1545.
9. Anthony Fader, Luke S. Zettlemoyer, and Oren Etzioni. 2013. Paraphrase-driven learning for open question answering. In ACL, pages 1608-1618.
10. Daniel Gerber and Axel-Cyrille Ngonga Ngomo. 2011. Bootstrapping the linked data web. In ISWC.
11. Daniel Gerber and Axel-Cyrille Ngonga Ngomo. 2012. Extracting multilingual natural-language patterns for rdf predicates. In ESWC.
12. Google. 2013. Freebase. In http://www.freebase.com.
13. Aditya Kalyanpur, Siddharth Patwardhan, Branimir Boguraev, Adam Lally, and Jennifer Chu-Carroll. 2012. Fact-based question decomposition in deepqa. IBM Journal of Research and Development, 56(3):13.
14. Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldwater, and Mark Steedman. 2010. Inducing probabilistic ccg grammars from logical form with higherorder unification. In EMNLP, pages 1223-1233.
15. Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldwater, and Mark Steedman. 2011. Lexical generalization in ccg grammar induction for semantic parsing. In EMNLP, pages 1512-1523.
16. Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, and Luke S. Zettlemoyer. 2013. Scaling semantic parsers with on-the-fly ontology matching. In EMNLP, pages 1545-1556.
17. Percy Liang, Michael I. Jordan, and Dan Klein. 2011. Learning dependency-based compositional semantics. In ACL, pages 590-599.
18. Percy Liang, Michael I. Jordan, and Dan Klein. 2013. Learning dependency-based compositional semantics. Computational Linguistics, 39(2):389-446.
19. Thomas Lin, Mausam, and Oren Etzioni. 2012. Entity linking at web scale. In AKBC-WEKEX, pages 84-88.
20. Raymond J. Mooney. 2007. Learning for semantic parsing. In CICLing, pages 311-324.
21. Franz Josef Och. 2003. Minimum error rate training in statistical machine translation. In ACL, pages 160-167.
22. Hoifung Poon. 2013. Grounded unsupervised semantic parsing. In ACL, pages 933-943.
23. Yuk Wah Wong and Raymond J. Mooney. 2006. Learning for semantic parsing with statistical machine translation. In HLT-NAACL.
24. Yuk Wah Wong and Raymond J. Mooney. 2007. Learning synchronous grammars for semantic parsing with lambda calculus. In ACL.
25. John M. Zelle and Raymond J. Mooney. 1996. Learning to parse database queries using inductive logic programming. In AAAI/IAAI, Vol. 2, pages 1050-1055.
26. Luke S. Zettlemoyer and Michael Collins. 2005. Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars. In UAI, pages 658-666.
27. Luke S. Zettlemoyer and Michael Collins. 2007. Online learning of relaxed ccg grammars for parsing to logical form. In EMNLP-CoNLL, pages 678-687.