{"version":"1.0","provider_name":"IRI","provider_url":"https:\/\/www.iri.com\/blog","author_name":"Adam Lewis","author_url":"https:\/\/www.iri.com\/blog\/author\/adaml\/","title":"Training NER Models in IRI DarkShield","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"v9Bff44atM\"><a href=\"https:\/\/www.iri.com\/blog\/data-protection\/named-entity-recognition-ner-in-iri-darkshield\/\">Training NER Models in IRI DarkShield<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.iri.com\/blog\/data-protection\/named-entity-recognition-ner-in-iri-darkshield\/embed\/#?secret=v9Bff44atM\" width=\"600\" height=\"338\" title=\"&#8220;Training NER Models in IRI DarkShield&#8221; &#8212; IRI\" data-secret=\"v9Bff44atM\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/* ]]> *\/\n<\/script>\n","thumbnail_url":"https:\/\/www.iri.com\/blog\/wp-content\/uploads\/2024\/01\/NER-Darkshield-featured-image.png","thumbnail_width":768,"thumbnail_height":368,"description":"Natural Language Processing (NLP) task wizards in the IRI Workbench GUI for DarkShield are designed to help you improve the accuracy of finding PII in unstructured sources during DarkShield data discovery operations. The results from NLP and other supported search matchers are serialized in location annotation and log files which are used for data classification, masking, and reporting."}