stanford_corenlp_xml_adapter

stanford-corenlp-xml-adapter

Nokogiri based Ruby adapter to the output returned by Stanford CoreNLP XML Server.

Installation

Add this line to your application's Gemfile:

gem 'stanford_corenlp_xml_adapter'

And then execute:

$ bundle

Or install it yourself as:

$ gem install stanford_corenlp_xml_adapter

Usage

Stanford CoreNLP XML Server output:

xml_str =
%{<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet href="CoreNLP-to-HTML.xsl" type="text/xsl"?>
<root>
<document>
<sentences>
  <sentence id="1" sentimentValue="2" sentiment="Neutral">
    <tokens>
      <token id="1">
        <word>Hello</word>
        <lemma>hello</lemma>
        <CharacterOffsetBegin>0</CharacterOffsetBegin>
        <CharacterOffsetEnd>5</CharacterOffsetEnd>
        <POS>UH</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
      <token id="2">
        <word>world</word>
        <lemma>world</lemma>
        <CharacterOffsetBegin>6</CharacterOffsetBegin>
        <CharacterOffsetEnd>11</CharacterOffsetEnd>
        <POS>NN</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
      <token id="3">
        <word>!</word>
        <lemma>!</lemma>
        <CharacterOffsetBegin>11</CharacterOffsetBegin>
        <CharacterOffsetEnd>12</CharacterOffsetEnd>
        <POS>.</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
    </tokens>
    <parse>(ROOT (S (VP (NP (INTJ (UH Hello)) (NP (NN world)))) (. !))) </parse>
    <dependencies type="basic-dependencies">
      <dep type="root">
        <governor idx="0">ROOT</governor>
        <dependent idx="2">world</dependent>
      </dep>
      <dep type="discourse">
        <governor idx="2">world</governor>
        <dependent idx="1">Hello</dependent>
      </dep>
    </dependencies>
    <dependencies type="collapsed-dependencies">
      <dep type="root">
        <governor idx="0">ROOT</governor>
        <dependent idx="2">world</dependent>
      </dep>
      <dep type="discourse">
        <governor idx="2">world</governor>
        <dependent idx="1">Hello</dependent>
      </dep>
    </dependencies>
    <dependencies type="collapsed-ccprocessed-dependencies">
      <dep type="root">
        <governor idx="0">ROOT</governor>
        <dependent idx="2">world</dependent>
      </dep>
      <dep type="discourse">
        <governor idx="2">world</governor>
        <dependent idx="1">Hello</dependent>
      </dep>
    </dependencies>
  </sentence>
  <sentence id="2" sentimentValue="2" sentiment="Neutral">
    <tokens>
      <token id="4">
        <word>I</word>
        <lemma>I</lemma>
        <POS>UH</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
      <token id="5">
        <word>am</word>
        <lemma>am</lemma>
        <POS>NN</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
      <token id="6">
        <word>Josh</word>
        <lemma>josh</lemma>
        <POS>NN</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
      <token id="7">
        <word>.</word>
        <lemma>.</lemma>
        <POS>.</POS>
        <NER>O</NER>
        <Speaker>PER0</Speaker>
      </token>
    </tokens>
    <parse>(ROOT (S (VP (NP (INTJ (UH Hello)) (NP (NN world)))) (. !))) </parse>
    <dependencies type="basic-dependencies">
      <dep type="root">
        <governor idx="0">ROOT</governor>
        <dependent idx="2">world</dependent>
      </dep>
      <dep type="discourse">
        <governor idx="2">world</governor>
        <dependent idx="1">Hello</dependent>
      </dep>
    </dependencies>
    <dependencies type="collapsed-dependencies">
      <dep type="root">
        <governor idx="0">ROOT</governor>
        <dependent idx="2">world</dependent>
      </dep>
      <dep type="discourse">
        <governor idx="2">world</governor>
        <dependent idx="1">Hello</dependent>
      </dep>
    </dependencies>
    <dependencies type="collapsed-ccprocessed-dependencies">
      <dep type="root">
        <governor idx="0">ROOT</governor>
        <dependent idx="2">world</dependent>
      </dep>
      <dep type="discourse">
        <governor idx="2">world</governor>
        <dependent idx="1">Hello</dependent>
      </dep>
    </dependencies>
  </sentence>
</sentences>
</document>
</root>}

Retrieve the doc as a Nokogiri object:

doc = StanfordCorenlpXmlAdapter.doc xml_str

Search the doc:

#doc sentences
doc.sentences

#doc tokens
doc.tokens

#tokens within a particular sentence
tokens = doc.sentences[1].tokens

#token word
tokens[0]._word
#token part-of-speech
tokens[0].pos
#token ner
tokens[0].ner

#token words within a partiuclar sentence
doc.sentences[1]._words

#doc can be used as a nokogiri object
doc.sentences.map{|s|
  s.xpath("tokens//token//word").map(&:text).join(' ')
}

Development

After checking out the repo, create a docker volume for bundle cache docker volume create --name bundle_cache then run bin/docker-web-dev to auto install dependencies that are not yet installed and drop you into shell. Then, run rspec to run the tests. To run guard: bin/docker-web-dev-guard.

To release a new version, update the version number in version.rb, and then run bundle exec rake release, which will create a git tag for the version, push git commits and tags, and push the .gem file to rubygems.org.

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/joshweir/stanford_corenlp_xml_adapter.

License

The gem is available as open source under the terms of the MIT License.