Hierarchical Optimal Transport for Document Representation

    Sebastian Claici
    Sebastian Claici
    Edward Chien
    Edward Chien
    Farzaneh Mirzazadeh
    Farzaneh Mirzazadeh

    NeurIPS, pp. 1599-1609, 2019.

    Cited by: 15|Bibtex|Views27|Links
    EI
    Keywords:
    similarity scoreoptimal transport problem

    Abstract:

    The ability to measure similarity between documents enables intelligent summa-rization and analysis of large corpora. Past distances between documents suffer from either an inability to incorporate semantic similarities between words or from scalability issues. As an alternative, we introduce hierarchical optimal transport as a meta-dista...More

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