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This is at once an awesome and overwhelming list. Major kudos to whoever took the time to put it together. I wonder if there’s a way to tag these or group these
by Uehreka 8y ago
This is at once an awesome and overwhelming list. Major kudos to whoever took the time to put it together. I wonder if there’s a way to tag these or group these into categories so that they’d be easier to bite into.
- mlevental 8y agoit's auto-generated - it says so at the top. i don't see the point of this at all since you could reproduce by simply searching "survey" or "introduction". at minimum a cite count would've been helpful to distinguish well written ones from poorly written ones
- yorwba 8y agoThe list of terms to include/exclude looks like it has taken some trial and error to compile: https://github.com/impredicative/arxiv-ml-reviews/blob/master/arxivmlrev/_config/terms.csv https://github.com/impredicative/arxiv-ml-reviews/blob/maste... For example, it excludes "aerial survey", "peer review" and similar false positives.
- joker3 8y agoIt'd be easy to split them by year or subject, as that's provided by the arXiv.
- painful 8y agoJust how is the subject provided by arXiv? By subject, do you mean the categorization such as stat.ML, cs.AI, etc.?
- etiam 8y ago"Arxiv Sanity Preserver: Because things are seriously getting out of hand" --Andrej Karpathy :)
- tomrod 8y agoI agree. Though auto-generated, that someone chose to do this and share their curation with the world is wonderful.
- painful 8y agoCategorization would definitely be good to have, but it requires the use of good quality ML to discern them accurately :) Meanwhile, please use Ctrl+F. A higher priority is to serve a RSS feed for the results.
- OkGoDoIt 8y agoRSS feed would be great! Even better would be to pull the paper’s content out into the content body of the feed, so I could read it directly in an RSS reader. Probably no easy task, but I can dream.
- painful 8y agoThe feed is in the works, but its content body will only contain the abstract, not the full paper.
- painful 8y agoAn experimental RSS feed for it is now available. Please find the link to it at the new project repo: https://github.com/ml-feeds/arxiv-ml-reviews https://github.com/ml-feeds/arxiv-ml-reviews
- painful 8y agoAn experimental RSS feed for it is now available: https://us-east1-ml-feeds.cloudfunctions.net/arxiv-ml-reviews https://us-east1-ml-feeds.cloudfunctions.net/arxiv-ml-review... It's configured to be updated once a day.