{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/4cd457c1a983448f8053bd4a7287a461\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/4cd457c1a983448f8053bd4a7287a461-b314834bb49a2ae6.gif","duration":56.619,"title":"Transforming Research Papers into Reproducible Experiments with ProtoPaper 🧪","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."}