Compromise/tags / spencer kelly

spencer kelly

freelance javascripter

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nlp-compromise

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Jul 25, 2023

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nlp-compromise

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Compromise/tags

compromise-verbs compromise-nouns Compromise-numbers Compromise - Tutorial #2 Compromise/Normalization Compromise Compromise-plugins Compromise-output Compromise - match-syntax compromise-topics Make Everything a question:

{

let doc = nlp('april')

//by default, it is a #Month, and a #Date

doc.tag('FemaleName')

//now it is automatically a #Person, and a #FirstName

return doc.out('tags')[0].april

}

{

let doc = nlp('Elizabeth May')

doc.match('may').tag('Modal') //make it a verb (remove all Person tags)

return doc.json(0)

}

nlp('hiii everybody!').tag('Greeting').out('tags')

{

//extend compromise

nlp.plugin({

tags:{

Doctor: {

isA: 'Person',

Surgeon: {

isA: 'Doctor',

Actor: {

isA: 'Person',

notA: 'Doctor',

}

})

let doc = nlp('hiii Dr. Nick!')

// apply a new tag:

doc.people().tag('Surgeon') // (also becomes 'Doctor')

// set a new, conflicting tag:

doc.people().tag('Actor') // no longer doctor, or Surgeon

return doc.out('tags')

}

{

//add a new tag:

nlp.extend({

tags: { CoolTag: {} }

})

return nlp.model().one.tagSet

}

{

let doc = nlp(`I've got a Dungeon Master's Guide`)

doc.compute('penn')

let json = doc.json()[0].terms

return json.map(term=> [ term.text, term.penn] )

}

{

const mapping = {

CC: 'Conjunction',

CD: 'Cardinal',

DT: 'Determiner',

EX: 'Preposition', //Existential there

FW: 'Expression',

IN: 'Preposition',

JJ: 'Adjective',

JJR: 'Comparative',

JJS: 'Superlative',

MD: 'Modal',

NN: 'Noun',

NNS: 'Plural',

NNP: 'Singular',

NNPS: ' Plural',

POS: 'Possessive',

PRP: 'Pronoun',

RB: 'Adverb',

RBR: 'Comparative',

RBS: 'Superlative',

RP: 'PhrasalVerb',

PDT: 'Determiner',

SYM: 'Expression',

TO: 'Conjunction',

UH: 'Expression',

VB: 'Verb',

VBD: 'PastTense',

VBG: 'Gerund',

VBN: 'Participle', // past participle

VBP: 'PresentTense', // non-3rd person singular present

VBZ: 'PresentTense', // 3rd person singular present

'PRP$': 'Pronoun',

'WP$': 'Possessive',

WDT: 'Determiner',

WP: 'Pronoun',

WRB: 'Adverb',

}

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