<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/4cd457c1a983448f8053bd4a7287a461&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/4cd457c1a983448f8053bd4a7287a461-b314834bb49a2ae6.gif</thumbnail_url><duration>56.619</duration><title>Transforming Research Papers into Reproducible Experiments with ProtoPaper 🧪</title><description>In this video, I introduce ProtoPaper, a tool we developed to enhance the reproducibility of research by converting academic papers into structured experiment blueprints. By simply uploading a PDF, pasting a URL, or entering raw text, users can generate a detailed blueprint that includes model architecture breakdowns, relevant datasets, hyperparameters, and a reproduction checklist. We focus on extracting core problems and reconstructing model architectures to streamline the experimentation process. I encourage you to try ProtoPaper and help us improve research reproducibility in our field.</description></oembed>