{"id":769663,"date":"2023-07-07T05:01:07","date_gmt":"2023-07-07T04:03:06","guid":{"rendered":"https:\/\/omni48.com\/?p=769663"},"modified":"2023-07-07T07:07:17","modified_gmt":"2023-07-07T07:07:17","slug":"text-classification-challenge-with-extra-small-datasets-fine-tuning-versus-chatgpt","status":"publish","type":"post","link":"https:\/\/omni48.com\/software\/text-classification-challenge-with-extra-small-datasets-fine-tuning-versus-chatgpt","title":{"rendered":"Text Classification Challenge with Extra-Small Datasets: Fine-Tuning Versus ChatGPT"},"content":{"rendered":"<p>The Toloka ML team continually researches and compares different approaches to text classification under various conditions. Here we present another one of our experiments on the&#8230;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Toloka ML team continually researches and compares different approaches to text classification under various conditions. Here we present another one of our experiments on the&#8230;<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[131],"tags":[],"class_list":["post-769663","post","type-post","status-publish","format-standard","hentry","category-software"],"acf":[],"_links":{"self":[{"href":"https:\/\/omni48.com\/api\/wp\/v2\/posts\/769663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/omni48.com\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/omni48.com\/api\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/omni48.com\/api\/wp\/v2\/comments?post=769663"}],"version-history":[{"count":0,"href":"https:\/\/omni48.com\/api\/wp\/v2\/posts\/769663\/revisions"}],"wp:attachment":[{"href":"https:\/\/omni48.com\/api\/wp\/v2\/media?parent=769663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/omni48.com\/api\/wp\/v2\/categories?post=769663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/omni48.com\/api\/wp\/v2\/tags?post=769663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}