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DaNaLIX: a domain-adaptive natural language interface for querying XML

Published: 11 June 2007 Publication History

Abstract

We present DaNaLIX, a prototype domain-adaptive natural language interface for querying XML. Our system is an extension of NaLIX, a generic natural language interface for querying XML. While retaining the portability of a purely generic system like NaLIX, DaNaLIX can exploit domain knowledge, whenever available, to its advantage for query translation. More importantly, in DaNaLIX such domain knowledge does not have to be pre-defined; instead it can be automatically obtained from the interactions between a user and the system. In this demonstration, we describe the overall architecture of DaNaLIX. We also demonstrate how a generic system like DaNaLIX can take advantage of domain knowledge to improve its usability and query translation accuracy. In addition, we show DaNaLIX still possesses the portability of a generic system by using data collections from three different domains. Finally, we present how domain knowledge can be obtained through user interactions in an automatic fashion.

References

[1]
DBLP: http://dblp.uni-trier.de/xml/.
[2]
Geoquery & Restaurant Data: http://www.cs.utexas.edu/users/ml/nldata.html.
[3]
TIMBER: http://www.eecs.umich.edu/db/timber/.
[4]
Y. Li et al. NaLIX: an Interactive Natural Language Interface for Querying XML. In SIGMOD, 2005.
[5]
Y. Li et al. Constructing a Generic Natural Language Interface for an XML Database. In EDBT, 2006.
[6]
D. Lin. Dependency-based evaluation of MINIPAR. In Workshop on the Evaluation of Parsing Systems, 1998.

Cited By

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  • (2023)Maximizing Neutrality in News OrderingProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining10.1145/3580305.3599425(11-24)Online publication date: 6-Aug-2023
  • (2020)On detecting cherry-picked trendlinesProceedings of the VLDB Endowment10.14778/3380750.338076213:6(939-952)Online publication date: 1-Feb-2020
  • (2017)Computational Fact Checking through Query PerturbationsACM Transactions on Database Systems10.1145/299645342:1(1-41)Online publication date: 9-Jan-2017
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Published In

cover image ACM Conferences
SIGMOD '07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data
June 2007
1210 pages
ISBN:9781595936868
DOI:10.1145/1247480
  • General Chairs:
  • Lizhu Zhou,
  • Tok Wang Ling,
  • Program Chair:
  • Beng Chin Ooi
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 11 June 2007

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Author Tags

  1. XML
  2. domain adaptiveness
  3. domain awareness
  4. natural language interface for databases

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Overall Acceptance Rate 785 of 4,003 submissions, 20%

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Cited By

View all
  • (2023)Maximizing Neutrality in News OrderingProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining10.1145/3580305.3599425(11-24)Online publication date: 6-Aug-2023
  • (2020)On detecting cherry-picked trendlinesProceedings of the VLDB Endowment10.14778/3380750.338076213:6(939-952)Online publication date: 1-Feb-2020
  • (2017)Computational Fact Checking through Query PerturbationsACM Transactions on Database Systems10.1145/299645342:1(1-41)Online publication date: 9-Jan-2017
  • (2016)Comparative study on the customization of natural language interfaces to databasesSpringerPlus10.1186/s40064-016-2164-y5:1Online publication date: 30-Apr-2016
  • (2013)Proactive natural language search engineProceedings of the 16th International Conference on Extending Database Technology10.1145/2452376.2452394(143-148)Online publication date: 18-Mar-2013
  • (2013)Natural Language Interfaces to Databases: An Analysis of the State of the ArtRecent Advances on Hybrid Intelligent Systems10.1007/978-3-642-33021-6_36(463-480)Online publication date: 2013
  • (2011)Identification of Appropriate Database Relations through Attributes Extracted from Natural Language QueriesInformatics Engineering and Information Science10.1007/978-3-642-25453-6_28(314-328)Online publication date: 2011
  • (2009)Keyword Search in DatabasesSynthesis Lectures on Data Management10.2200/S00231ED1V01Y200912DTM0011:1(1-155)Online publication date: Jan-2009
  • (2009)Keyword search on structured and semi-structured dataProceedings of the 2009 ACM SIGMOD International Conference on Management of data10.1145/1559845.1559966(1005-1010)Online publication date: 29-Jun-2009
  • (2007)A STEP towards realizing Codd's vision of rendezvous with the casual userProceedings of the 33rd international conference on Very large data bases10.5555/1325851.1326014(1358-1361)Online publication date: 23-Sep-2007
  • Show More Cited By

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