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  • Home > Linux > Programming > Perl Modules

    Lingua::EN::NamedEntity 1.9

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    Category:
    Alberto Manuel Brandão Simões | More programs
    Perl Artistic License / FREE
    October 26th, 2009, 20:21 GMT
    ROOT / Programming / Perl Modules

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    Lingua::EN::NamedEntity description

    Basic Named Entity Extraction algorithm

    "Named entities" is the NLP jargon for proper nouns which represent people, places, organisations, and so on. Lingua::EN::NamedEntity is a Perl module that provides a very simple way of extracting these from a text. If we run the extract_entities routine on a piece of news coverage of recent UK political events, we should expect to see it return a list of hash references looking like this:

     { entity => 'Mr Howard', class => 'person', scores => { ... }, },
     { entity => 'Ministry of Defence', class => 'organisation', ... },
     { entity => 'Oxfordshire', class => 'place', ... },

    The additional scores hash reference in there breaks down the various possible classes for this entity in an open-ended scale.

    The hash also includes the number of occurrences for that entity.

    Naturally, the more text you throw at this, the more accurate it becomes.

    SYNOPSIS

     use Lingua::EN::NamedEntity;
     my @entities = extract_entities($some_text);



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    TAGS:

    entity extraction | extraction algorithm | Perl module | entity | extraction | algorithm

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