Multilingual Dictionary Linking and Aggregation: Quality from Consistency

Kun Ji, Shanshan Wang, Lauri Henrik Carlson

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review


    The growth of Web-accessible dictionaries and term data
    has led to a proliferation of platforms distributing the same lexical resources in different combinations and packagings. Finding the right word or translation is like finding a needle in a haystack. The quantity of the
    data is undercut by the doubtful quality of the resources.
    Our aim is to cut down the quantity and raise the quality by matching and aggregating entries within and across dictionaries. In this exploratory paper, our goal is to see how far we can get by using information extracted from multiple dictionaries themselves. Our hypothesis is that the more limited quantity of data in dictionaries is compensated by their richer structure and more concentrated information content. We hope to take advantage of the structure of dictionaries by basing quality criteria and measures on linguistic and terminological considerations. The plan of campaign is to derive quality criteria to recognize well-constructed
    dictionary entries from a model dictionary, and then attempt to convert the criteria into language-independent frequency-based measures. As a model dictionary we use the Princeton WordNet. The
    measures derived from it are tested against data extracted from BabelNet.
    Original languageEnglish
    Title of host publication15th International Semantic Web Conference (ISWC 2016) : the Fourth International Workshop on Linked Data for Information Extraction (LD4IE 2016)
    EditorsAnna Lisa Gentile, Claudia d'Amato, Ziqi Zhang, Heiko Paulheim
    Number of pages12
    Place of PublicationKobe
    Publication date4 Oct 2016
    Publication statusPublished - 4 Oct 2016
    MoE publication typeA4 Article in conference proceedings
    EventInternational Semantic Web Conference - Kobe, Japan
    Duration: 17 Oct 201621 Oct 2016
    Conference number: 15

    Publication series

    NameCEUR Workshop Proceedings
    ISSN (Electronic)1613-0073

    Fields of Science

    • 113 Computer and information sciences
    • Information extraction
    • Linked data
    • Edit distance
    • 6160 Other humanities
    • Quality checking
    • Terminology
    • Aggregation

    Cite this