{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/reproducedpapers-org-openly-teaching-and","title":"ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility","arxiv_id":"2012.01172","date":"2020-12-01","proceeding":null,"authors":["Burak Yildiz","Hayley Hung","Jesse H. Krijthe","Cynthia C. S. Liem","Marco Loog","Gosia Migut","Frans Oliehoek","Annibale Panichella","Przemyslaw Pawelczak","Stjepan Picek","Mathijs de Weerdt","Jan van Gemert"],"abstract":"We present ReproducedPapers.org: an open online repository for teaching and structuring machine learning reproducibility. We evaluate doing a reproduction project among students and the added value of an online reproduction repository among AI researchers. We use anonymous self-assessment surveys and obtained 144 responses. Results suggest that students who do a reproduction project place more value on scientific reproductions and become more critical thinkers. Students and AI researchers agree that our online reproduction repository is valuable.","url_abs":"https://arxiv.org/abs/2012.01172v1","url_pdf":"https://arxiv.org/pdf/2012.01172v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"reproducedpapers-org-openly-teaching-and","repo_url":"https://github.com/CVLab-TUDelft/reproduced-papers","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}