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EntityEngine: answering entity-relationship queries using shallow semantics

Published: 26 October 2010 Publication History

Abstract

We introduce EntityEngine, a system for answering entity-relationship queries over text. Such queries combine SQL-like structures with IR-style keyword constraints and therefore, can be expressive and flexible in querying about entities and their relationships. EntityEngine consists of various offline and online components, including a position-based ranking model for accurate ranking of query answers and a novel entity-centric index for efficient query evaluation.

References

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M. J. Cafarella, C. Ré, D. Suciu, O. Etzioni, and M. Banko. Structured querying of Web text. In CIDR, 2007.
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S. Chakrabarti, K. Puniyani, and S. Das. Optimizing scoring functions and indexes for proximity search in type-annotated corpora. In WWW, 2006.
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T. Cheng, X. Yan, and K. C.-C. Chang. Entityrank: searching entities directly and holistically. In VLDB, 2007.
[4]
X. Li, C. LI, and C. Yu. Structured querying of annotation-rich web text with shallow semantics. Technical report, CSE Department, UT-Arlington, 2010.
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F. M. Suchanek, G. Kasneci, and G. Weikum. YAGO: a core of semantic knowledge unifying WordNet and Wikipedia. In WWW, 2007.
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M. Zhou, T. Cheng, and K. C.-C. Chang. Data-oriented content query system: searching for data into text on the web. In WSDM, pages 121--130, 2010.

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    Published In

    cover image ACM Conferences
    CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management
    October 2010
    2036 pages
    ISBN:9781450300995
    DOI:10.1145/1871437

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 26 October 2010

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    Author Tags

    1. entity ranking
    2. entity search
    3. structured entity query
    4. wikipedia

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    Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

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    • (2019)Neural embedding-based indices for semantic searchInformation Processing and Management: an International Journal10.1016/j.ipm.2018.10.01556:3(733-755)Online publication date: 1-May-2019
    • (2018)Semantically Enriched Models for Entity RankingEntity-Oriented Search10.1007/978-3-319-93935-3_4(101-143)Online publication date: 3-Oct-2018
    • (2018)Entity RetrievalEncyclopedia of Database Systems10.1007/978-1-4614-8265-9_80724(1326-1331)Online publication date: 7-Dec-2018
    • (2017)Entity RetrievalEncyclopedia of Database Systems10.1007/978-1-4899-7993-3_80724-1(1-6)Online publication date: 28-Aug-2017
    • (2014)System for collective entity disambiguationProceedings of the first international workshop on Entity recognition & disambiguation10.1145/2633211.2639488(111-118)Online publication date: 11-Jul-2014
    • (2013)Semi-automatic Dictionary Curation for Domain-Specific OntologiesProceedings of the 2013 IEEE 25th International Conference on Tools with Artificial Intelligence10.1109/ICTAI.2013.112(727-734)Online publication date: 4-Nov-2013
    • (2012)Entity ranking and relationship queries using an extended graph modelProceedings of the 18th International Conference on Management of Data10.5555/2694443.2694459(80-91)Online publication date: 14-Dec-2012
    • (2012)Entity-Relationship Queries over WikipediaACM Transactions on Intelligent Systems and Technology10.1145/2337542.23375553:4(1-20)Online publication date: 1-Sep-2012
    • (2012)Compressed data structures for annotated web searchProceedings of the 21st international conference on World Wide Web10.1145/2187836.2187854(121-130)Online publication date: 16-Apr-2012
    • (2011)Web-scale entity-relation search architectureProceedings of the 20th international conference companion on World wide web10.1145/1963192.1963204(21-22)Online publication date: 28-Mar-2011

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