The whole reason OpenReview was created was to innovate and improve on the peer review process. If you have ideas, reach out to the program chairs of the conference you're submitting to. Many of them are open to running experiments.
This is why we're building OpenReview. We provide the algorithms and UI to match papers with qualified reviewers for peer review, host the discussion forums, and archive the data after the conference/journal is over. Many of the top ML conferences like ICML, NeurIPS, and ICLR have already switched to OpenReview.
As a non-academic working in neurotech/sleeptech, we've seen some very questionable studies, and even in discussion with researchers, they've suggested how the study can be designed to get the result you are looking for.
I hope an open system with discussion can improve the state of research and access to research for a larger group.
Many DAOs have massive (>$1B) treasuries that are used to fund development and marketing. Developers propose OSS projects and these orgs give out grants based on community votes. See https://gitcoin.co or the Uniswap Grants program for examples.
This covers a lot of what we're building at OpenReview.net. Obviously we still long way to go, but we already have some of the major AI/ML conferences using our platform to accept submissions, perform paper matching, and host peer-review forums.
OpenReview | Full Stack Software Engineer | Amherst, MA | ONSITE or REMOTE | Full Time | https://openreview.net/
OpenReview is building a next generation platform for transparent scientific peer review, advanced reviewer-paper matching, and API-enabled knowledge bases for scientific communities. We are seeking an experienced full stack JavaScript developer to join our small and passionate team working across universities and nonprofits. We aim to revolutionize the scientific peer review process by working with machine learning researchers, open access advocates, and a broad community of open source developers.
Are you inspired to develop new tools for research and excited to work on open source software? Join us! Email your resume to jobs@openreview.net or reach out to me directly at the email in my profile.
OpenReview | Full Stack Software Engineer | Amherst, MA | ONSITE or REMOTE | Full Time | https://openreview.net/
OpenReview is building a next generation platform for transparent scientific peer review, advanced reviewer-paper matching, and API-enabled knowledge bases for scientific communities. We are seeking an experienced full stack JavaScript developer to join our small and passionate team working across universities and nonprofits. We aim to revolutionize the scientific peer review process by working with machine learning researchers, open access advocates, and a broad community of open source developers.
Are you inspired to develop new tools for research and excited to work on open source software? Join us! Email your resume to jobs@openreview.net or reach out to me directly at the email in my profile.
