{"id":6451,"date":"2023-04-25T06:33:47","date_gmt":"2023-04-25T06:33:47","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2023\/04\/25\/dealing-with-noisy-labels-in-text-data\/"},"modified":"2023-04-25T06:33:47","modified_gmt":"2023-04-25T06:33:47","slug":"dealing-with-noisy-labels-in-text-data","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2023\/04\/25\/dealing-with-noisy-labels-in-text-data\/","title":{"rendered":"Dealing With Noisy Labels in Text Data"},"content":{"rendered":"<p>Author: Nikola Greb<\/p>\n<div>The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The impact is proved by the comparison of the ML algorithm on starting and cleaning the dataset.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2023\/04\/dealing-noisy-labels-text-data.html?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=dealing-with-noisy-labels-in-text-data\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Nikola Greb The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2023\/04\/25\/dealing-with-noisy-labels-in-text-data\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":457,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6451"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=6451"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6451\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/475"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=6451"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=6451"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=6451"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}