Robust semantic text similarity using LSA, machine learning, and linguistic resources

    Taneeya Satyapanich
    Taneeya Satyapanich
    Sunil Gandhi
    Sunil Gandhi

    Language Resources and Evaluation, Volume 50, Issue 1, 2016, Pages 125-161.

    Cited by: 13|Bibtex|Views26|Links
    EI
    Keywords:
    Latent semantic analysisWordNetTerm alignmentSemantic similarity

    Abstract:

    Semantic textual similarity is a measure of the degree of semantic equivalence between two pieces of text. We describe the SemSim system and its performance in the *SEM 2013 and SemEval-2014 tasks on semantic textual similarity. At the core of our system lies a robust distributional word similarity component that combines latent semantic ...More

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