{"id":35113,"date":"2025-08-20T17:27:09","date_gmt":"2025-08-20T15:27:09","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/labeling-10k-sentences-manually-vs-letting-the-model-pick-the-useful-ones-%f0%9f%98%82-uni-project-on-smarter-text-labeling\/"},"modified":"2025-08-20T17:27:09","modified_gmt":"2025-08-20T15:27:09","slug":"labeling-10k-sentences-manually-vs-letting-the-model-pick-the-useful-ones-%f0%9f%98%82-uni-project-on-smarter-text-labeling","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/labeling-10k-sentences-manually-vs-letting-the-model-pick-the-useful-ones-%f0%9f%98%82-uni-project-on-smarter-text-labeling\/","title":{"rendered":"Labeling 10k Sentences Manually Vs Letting The Model Pick The Useful Ones \ud83d\ude02 (uni Project On Smarter Text Labeling)"},"content":{"rendered":"

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Hey everyone, I\u2019m doing a university research project on making text labeling less painful.
Instead of labeling everything, we\u2019re testing an Active Learning strategy<\/strong> that picks the most useful items next.
I\u2019d love to ask 5 quick questions<\/strong> from anyone who has labeled or managed datasets:
\u2013 What makes labeling worth it?
\u2013 What slows you down?
\u2013 What\u2019s a big \u201cdon\u2019t do\u201d?
\u2013 Any dataset\/privacy rules you\u2019ve faced?
\u2013 How much can you label per week without burning out?<\/p>\n

Totally academic, no tools or sales. Just trying to reflect real labeling experiences<\/p>\n<\/div>\n

submitted by \/u\/vihanga2001 <\/a>
[link]<\/a><\/span> [comments]<\/a><\/span><\/p>