{"id":37504,"date":"2025-12-29T11:27:03","date_gmt":"2025-12-29T10:27:03","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/how-do-you-all-do-data-labelling-annotation\/"},"modified":"2025-12-29T11:27:03","modified_gmt":"2025-12-29T10:27:03","slug":"how-do-you-all-do-data-labelling-annotation","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/how-do-you-all-do-data-labelling-annotation\/","title":{"rendered":"How Do You All Do Data Labelling\/annotation?"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hi! First &#8211; please forgive me if this is a stupid question \/ solved problem, but I&#8217;m sort of new to this space, and curious. How have you all dealt with creating labelled datasets for your use cases?<\/p>\n<p>E.g<\/p>\n<ul>\n<li>what tool(s) did you use? I&#8217;ve looked into a few like Prolific (not free), Label studio (free), and I&#8217;ve looked at a few other websites<\/li>\n<li>how did you approach recruiting participants\/data annotators? e.g. did you work with a company like Outlier, or did you recruit contractors, or maybe you brought them on full-time?<\/li>\n<li>Building on that, how did you handle collaboration and consensus if you used multiple annotators for the same row\/task? or more broadly, quality control?<\/li>\n<\/ul>\n<p>Seems like hard problems to me&#8230;would appreciate any insight or advice you have from your experiences! Thanks so much!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Advanced-Park1031\"> \/u\/Advanced-Park1031 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1pxcehr\/how_do_you_all_do_data_labellingannotation\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1pxcehr\/how_do_you_all_do_data_labellingannotation\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-37504 jlk' href='javascript:void(0)' data-task='like' data-post_id='37504' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-37504 lc'>0<\/span><\/a><\/div><\/div> <div class='status-37504 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hi! First &#8211; please forgive me if this is a stupid question \/ solved problem, but I&#8217;m&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-37504","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/37504","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=37504"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/37504\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=37504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=37504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=37504"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}