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A cool way to use natural language in JavaScript

A cool way to use natural language in JavaScript A cool way to use natural language in JavaScript A cool way to use natural language in JavaScript

nlp_compromisedoes NLP in the browser.

nlp.text('She sells seashells').to_past() // She sold seashells

Yup,

  • 100k js file
  • 86% on the Penn treebank
  • keypress speed, constant-time.
  • caniuse, uhuh. IE9+
  • no dependencies, training, configuration, or prolog.

It’s a handy, and not overly-fancy tool for understanding, changing, and playing with english.

Off you go,

npm install nlp_compromise

<script src="https://npmcdn.com/nlp_compromise@latest/builds/nlp_compromise.min.js"></script>

let nlp = require("nlp_compromise"); // or nlp = window.nlp_compromise  nlp.noun("dinosaur").pluralize(); // "dinosaurs"  nlp.verb("speak").conjugate(); // { past: 'spoke', //   infinitive: 'speak', //   gerund: 'speaking', //   actor: 'speaker', //   present: 'speaks', //   future: 'will speak', //   perfect: 'have spoken', //   pluperfect: 'had spoken', //   future_perfect: 'will have spoken' // }  nlp.statement('She sells seashells').negate().text() // She doesn't sell seashells  nlp.sentence('I fed the dog').replace('the [Noun]', 'the cat').text() // I fed the cat  nlp.text("Tony Hawk did a kickflip").people(); // [ Person { text: 'Tony Hawk' ..} ]  nlp.noun("vacuum").article(); // "a"  nlp.person("Tony Hawk").pronoun(); // "he"  nlp.value("five hundred and sixty").number; // 560  nlp.text(require('nlp-corpus').text.friends()).topics()//11 seasons of friends // [ { count: 2523, text: 'ross' }, //   { count: 1922, text: 'joey' }, //   { count: 1876, text: 'god' }, //   { count: 1411, text: 'rachel' }, //   ....

Plugin/Mixins

we’ve also got a modest, though ambitiousplugin ecosystem:

//US-UK localization nlp.plugin(require("nlp-locale")) nlp.term("favourite").toAmerican() // favorite  //syllable hyphenization nlp.plugin(require("nlp-syllables")); var t2 = nlp.term('houston texas'); t2.syllables() //[ [ 'hous', 'ton' ], [ 'tex', 'as' ] ]  //semantic n-gram nlp.plugin(require("nlp-ngram")); var t4 = nlp.text(`Tony Hawk played Tony Hawk's pro skater`); t4.ngram({min_count: 2}); // [{word:'tony hawk', count:2, size:1}]

View the Full API Documentation

Development

A cool way to use natural language in JavaScript A cool way to use natural language in JavaScript

Useful NLP is a problem only solved with many hands.Contributing in any form is valued.

Join our slack group or our infrequent announcement email-list .

Or just pick up anopen issue

We’re moving fast

A cool way to use natural language in JavaScript

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