{"id":20345,"date":"2019-04-01T10:12:46","date_gmt":"2019-04-01T10:12:46","guid":{"rendered":"https:\/\/positivelysharing.wordpress.com\/?p=20345"},"modified":"2019-04-01T10:12:46","modified_gmt":"2019-04-01T10:12:46","slug":"google-reclaiming-identity-labels-to-improve-machine-learning-abuse-filters","status":"publish","type":"post","link":"https:\/\/positivelysharing.org\/blog\/2019\/04\/01\/google-reclaiming-identity-labels-to-improve-machine-learning-abuse-filters\/","title":{"rendered":"Google reclaiming identity labels to improve machine learning abuse filters"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> &lt; 1<\/span> <span class=\"rt-label rt-postfix\">minute<\/span><\/span><div style=\"width: 382px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"featured-top wp-post-image\" src=\"https:\/\/www.techcentral.ie\/wp-content\/uploads\/2015\/02\/artificial_intelligence_machine_learning_digital_brain_concept_web-300x169.jpg\" alt=\"AI\" width=\"372\" height=\"210\" \/><p class=\"wp-caption-text\">Train a machine learning model to detect \u2018toxic\u2019 words in online comments and it comes to some depressing conclusions.\u00a0<\/p><\/div>\n<div><\/div>\n<div><span style=\"display:inline !important;float:none;background-color:transparent;color:#444444;font-family:'MuseoSans-500', arial, sans-serif;font-size:15.13px;font-style:normal;font-variant:normal;font-weight:400;letter-spacing:normal;line-height:17px;orphans:2;text-align:left;text-decoration:none;text-indent:0;text-shadow:none;text-transform:none;white-space:normal;word-spacing:0;\">During Google\u2019s ongoing work on\u00a0<\/span><a href=\"https:\/\/www.perspectiveapi.com\/#\/\" target=\"_blank\" rel=\"noreferrer noopener\">Perspective<\/a><span style=\"display:inline !important;float:none;background-color:transparent;color:#444444;font-family:'MuseoSans-500', arial, sans-serif;font-size:15.13px;font-style:normal;font-variant:normal;font-weight:400;letter-spacing:normal;line-height:17px;orphans:2;text-align:left;text-decoration:none;text-indent:0;text-shadow:none;text-transform:none;white-space:normal;word-spacing:0;\">,<\/span><br \/>\n<span style=\"display:inline !important;float:none;background-color:transparent;color:#444444;font-family:'MuseoSans-500', arial, sans-serif;font-size:15.13px;font-style:normal;font-variant:normal;font-weight:400;letter-spacing:normal;line-height:17px;orphans:2;text-align:left;text-decoration:none;text-indent:0;text-shadow:none;text-transform:none;white-space:normal;word-spacing:0;\"> an API that uses machine learning to detect abuse and harassment<\/span><br \/>\n<span style=\"display:inline !important;float:none;background-color:transparent;color:#444444;font-family:'MuseoSans-500', arial, sans-serif;font-size:15.13px;font-style:normal;font-variant:normal;font-weight:400;letter-spacing:normal;line-height:17px;orphans:2;text-align:left;text-decoration:none;text-indent:0;text-shadow:none;text-transform:none;white-space:normal;word-spacing:0;\"> online, engineers found the models identified sentences that use words<\/span><br \/>\n<span style=\"display:inline !important;float:none;background-color:transparent;color:#444444;font-family:'MuseoSans-500', arial, sans-serif;font-size:15.13px;font-style:normal;font-variant:normal;font-weight:400;letter-spacing:normal;line-height:17px;orphans:2;text-align:left;text-decoration:none;text-indent:0;text-shadow:none;text-transform:none;white-space:normal;word-spacing:0;\"> such as \u2018gay\u2019, \u2018lesbian\u2019 or \u2018transgender\u2019 as abusive.<\/span> <a href=\"https:\/\/www.lifescienceleader.com\/doc\/deborah-waterhouse-s-long-journey-to-ceo-of-viiv-healthcare-0001\">Read More<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> &lt; 1<\/span> <span class=\"rt-label rt-postfix\">minute<\/span><\/span>During Google\u2019s ongoing work on\u00a0Perspective, an API that uses machine learning to detect abuse and harassment online, engineers found the models identified&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-20345","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-hiv"},"jetpack_featured_media_url":"","amp_enabled":true,"_links":{"self":[{"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/posts\/20345","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/comments?post=20345"}],"version-history":[{"count":0,"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/posts\/20345\/revisions"}],"wp:attachment":[{"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/media?parent=20345"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/categories?post=20345"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/positivelysharing.org\/blog\/wp-json\/wp\/v2\/tags?post=20345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}