node-lemmatizer
node-lemmatizer is a lemmatization library for Node.js to retrieve a base form from an inflected form word in English.
It is based on JavaScript Lemmatizer v0.0.2 which is an amazing work by Takafumi Yamano
Install
npm install node-lemmatizer
Usage
You can use Lemmatizer.lemmas or Lemmatizer.only_lemmas methods like the follwoing sample in your JavaScript code.
// initialize Lemmatizer.
const lemmatizer = require('node-lemmatizer');
// retrieve a lemma with a part of speech.
// you can assign 'verb' or 'noun' or 'adj' or 'adv' as a part of speech.
lemmatizer.lemmas('desks', 'noun'); // => [ ['desk', 'noun'] ]
lemmatizer.lemmas('talked', 'verb'); // => [ ['talk', 'verb'] ]
lemmatizer.lemmas('coded', 'verb'); // => [ ['code', 'verb'] ]
// of course, available for irregular iflected form words.
lemmatizer.lemmas('went', 'verb'); // => [ ['go', 'verb'] ]
lemmatizer.lemmas('written', 'verb'); // => [ ['write', 'verb'] ]
lemmatizer.lemmas('better', 'adj'); // => [ ['better', 'adj'], ['good', 'adj'] ]
// when multiple base forms are found, return all of them.
lemmatizer.lemmas('leaves', 'noun'); // => [ ['leave', 'noun'], ['leaf', 'noun'] ]
// retrieve a lemma without a part of speech.
lemmatizer.lemmas('sitting'); // => [ ['sit', 'verb'], ['sitting', 'noun'], ['sitting', 'adj'] ]
lemmatizer.lemmas('oxen'); // => [ ['oxen', 'noun'], ['ox', 'noun'] ]
lemmatizer.lemmas('leaves'); // => [ ['leave', 'verb'], ['leave', 'noun'], ['leaf', 'noun'] ]
// retrieve only lemmas not including part of speeches in the returned value.
lemmatizer.only_lemmas('desks', 'noun'); // => [ 'desk' ]
lemmatizer.only_lemmas('coded', 'verb'); // => [ 'code' ]
lemmatizer.only_lemmas('priorities'); // => [ 'priority' ]
lemmatizer.only_lemmas('leaves'); // => [ 'leave', 'leaf' ]Major changes from JavaScript Lemmatizer v0.0.2:
- browser-based → node module
- Underscore.js features → vanilla JS
- localStorage → store data inside the program
- XHR → dynamic require
- var → let, to have a better scope