Hey HN! I'm super excited to share Markup with you, which is a totally free & open-source annotation tool that helps you transform unstructured text (e.g. news articles) into structured data that you can use for building, training, or fine-tuning ML models!
Markup uses GPT-4 to learn as you annotate, and speed up the process by predicting complex entities and attributes!
Yes, I built Markup alongside clinicians within the NHS (they would provide feedback, feature requests, etc.). However, they use a locally hosted version with a standalone sequence-to-sequence model I trained on medical entities; they don't send patient data to third parties.
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[ 2.5 ms ] story [ 49.2 ms ] threadMarkup uses GPT-4 to learn as you annotate, and speed up the process by predicting complex entities and attributes!
Check it out: https://github.com/samueldobbie/markup
You can check out some of the clinicians using Markup (+ published papers) in the comment section of my PH release, https://www.producthunt.com/posts/markup-document-annotation