I found a project that looks at how machine learning shows up in scientific papers. It covers about 5000 ML related articles from the Nature family of journals and tries to map out trends across countries, institutions, and research areas.
Link: https://airesearchtrends.com
Some of the early takeaways are interesting, like how different countries approach ML driven research and how often papers end up being multi org collaborations. Also classical ML still seems to be used a lot more than I expected.
veunes•1mo ago
Cool project. Would be interesting to see how this changes if someone runs the same analysis on arXiv or other open datasets.
KurSix•1mo ago
Some of the early takeaways are interesting, like how different countries approach ML driven research and how often papers end up being multi org collaborations. Also classical ML still seems to be used a lot more than I expected.