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Table Modelling, Extraction and Processing

Published: 13 September 2016 Publication History
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  • Abstract

    This tutorial is targeted at academics and practitioners, both within and outside of the Document Engineering community, who are confronted with table processing tasks such as information extraction and conversion, or have an interest in the topic, and wish to deepen their understanding of the state-of-the-art in this field.

    References

    [1]
    C. S. Bhagavatula, T. Noraset, and D. Downey. TabEL: entity linking in web tables. In Proceedings of the International Semantic Web Conference (ISWC), pages 425--441, 2015.
    [2]
    D. W. Embley, M. Hurst, D. Lopresti, and G. Nagy. Table-processing paradigms: a research survey. International Journal on Document Analysis and Recognition (IJDAR), 8:66--86, 2006.
    [3]
    D. W. Embley, M. S. Krishnamoorthy, G. Nagy, and S. Seth. Converting heterogeneous statistical tables on the web to searchable databases. International Journal on Document Analysis and Recognition (IJDAR), 19(2):119--138, 2016.
    [4]
    M. Göbel, T. Hassan, E. Oro, and G. Orsi. A methodology for evaluating algorithms for table understanding in PDF documents. In Proceedings of the ACM Symposium on Document Engineering (DocEng), pages 45--48, 2012.
    [5]
    M. Göbel, T. Hassan, E. Oro, and G. Orsi. ICDAR 2013 Table Competition. In Proceedings of the 12th International Conference on Document Analysis and Recognition (ICDAR), pages 1449--1453, 2013.
    [6]
    D. P. Lopresti and G. Nagy. A tabular survey of automated table processing. In Selected Papers from the Third International Workshop on Graphics Recognition (GREC '99), Recent Advances, pages 93--120, published 2000.

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    Published In

    cover image ACM Conferences
    DocEng '16: Proceedings of the 2016 ACM Symposium on Document Engineering
    September 2016
    222 pages
    ISBN:9781450344388
    DOI:10.1145/2960811
    Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    • SIGDOC: ACM Special Interest Group on Systems Documentation

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 13 September 2016

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    Author Tags

    1. competition
    2. evaluation
    3. functional analysis
    4. ground truth
    5. semantic interpretation
    6. table detection
    7. table interpretation
    8. table location
    9. table structure recognition
    10. table understanding

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    Conference

    DocEng '16
    Sponsor:
    DocEng '16: ACM Symposium on Document Engineering 2016
    September 13 - 16, 2016
    Vienna, Austria

    Acceptance Rates

    DocEng '16 Paper Acceptance Rate 11 of 35 submissions, 31%;
    Overall Acceptance Rate 178 of 537 submissions, 33%

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    • (2021)GFTE: Graph-Based Financial Table ExtractionPattern Recognition. ICPR International Workshops and Challenges10.1007/978-3-030-68790-8_50(644-658)Online publication date: 23-Feb-2021
    • (2020)On Graph-Based Verification for PDF Table Detection2020 Ivannikov Ispras Open Conference (ISPRAS)10.1109/ISPRAS51486.2020.00020(91-95)Online publication date: Dec-2020
    • (2018)TabbyPDF: Web-Based System for PDF Table ExtractionInformation and Software Technologies10.1007/978-3-319-99972-2_20(257-269)Online publication date: 29-Aug-2018
    • (2017)Unleashing Tabular Content to Open DataProceedings of the 18th Annual International Conference on Digital Government Research10.1145/3085228.3085278(54-63)Online publication date: 7-Jun-2017

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