How to tokenize text?How to split text into sentences?How to perform sentiment analysis?How to find date and time in text?How to run wink-nlp on Observable?How to measure winkNLP's speed on browsers?How to do stemming and lemmatization?Wikification Part II: How to add an image grid?How to create a context aware word cloud?How to visualize key sentences in a document?How to visualize timeline of a Wiki article?How to use word embedding with winkNLP?
How to build a naive wikification tool?
{
const wikiBaseUrl = 'https://en.wikipedia.org/wiki?';
const doc = nlp.readDoc( text );
const potentialEntities = doc.customEntities().out();
const results = (await searchAllTerms( potentialEntities )); // return results;
doc.customEntities().each( (e, i) => {
const match = findBestMatch( results[ i ], e );
if ( match !== null )
e.markup(`<a href="${wikiBaseUrl}title=${match.title}" title="${match.title}" class="demo"><b>`, '</b></a>');
} );
return html `<div class="container">${doc.out(its.markedUpText)}</div>`;
}
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