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Ask HN: How do you get notified about newest research papers in your field?

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Re: Ask HN: How do you get notified about newest research papers in your field?

#61
Write one influential paper. Then all the later papers in the same sub-subfield probably cite your paper. Go to Google Scholar and check the latest citations to your paper.

Ok, it doesn't need to be your paper. Just find a paper that was so influential that others working on the same problem probably will cite it, and monitor the new citations.

Re: Ask HN: How do you get notified about newest research papers in your field?

#62

I wrote http://www.arxiv-sanity.com/ (code is open source on github: https://github.com/karpathy/arxiv-sanity-preserver ) as a side project intended to mitigate the problem of finding newest relevant work in an area (among many other related problems such as finding similar papers, or seeing what others are reading) and it sees a steady number of few hundred users every day and a few thousand accounts. It's meant to…

not exactly the same thing, but http://www.gitxiv.com/ is pretty cool for pairing papers with source

Re: Ask HN: How do you get notified about newest research papers in your field?

#63

There should be something like reddit for academic papers. With upvotes and what not. But I guess it takes people longer to read a paper than to read reddit content.

It's a neat idea, but I would want identity verification - only upvotes from people well-versed in the field should "count", precisely so it doesn't become Reddit. Which means you would have a chicken-and-egg problem when the service got started and few experts were on it yet.

Perhaps you could get an ordering based only on the upvotes from your friends, and maybe friends of friends with a lesser weight. Maybe also include upvotes from strangers whose past voting pattern is similar to yours. Maybe one can construct some PageRank-esque structure, whose votes should be weighted heavily and whose not, in the light of your own voting history.

Re: Ask HN: How do you get notified about newest research papers in your field?

#65

Earlier quoted context omitted.

It's a neat idea, but I would want identity verification - only upvotes from people well-versed in the field should "count", precisely so it doesn't become Reddit. Which means you would have a chicken-and-egg problem when the service got started and few experts were on it yet.

That's actually something we are working on. We are working with verified researchers in the field (industry and academic) to help surface good papers and foster an open discussion.

Can I have a beta when it's ready? I've been thinking about this for a while and I like to think that I could provide useful input.

Re: Ask HN: How do you get notified about newest research papers in your field?

#66
post #59
post #45

Earlier quoted context omitted.

I'd be willing to be the GP is in CS; in CS, conferences are where it's at.

Conferences certainly dominate journals, but most people publish their work on arxiv first, anyway.

I'm in CS (at the intersection of PL/compilers/HPC), and I've never heard of anyone in my field doing that. In fact, the only papers I've read on arxiv have been ones linked on HN.

Re: Ask HN: How do you get notified about newest research papers in your field?

#67
post #57

I wrote http://www.arxiv-sanity.com/ (code is open source on github: https://github.com/karpathy/arxiv-sanity-preserver ) as a side project intended to mitigate the problem of finding newest relevant work in an area (among many other related problems such as finding similar papers, or seeing what others are reading) and it sees a steady number of few hundred users every day and a few thousand accounts. It's meant to…

For me getting alerted when there are new papers that cite papers that are relevant towards my current research topic would be ideal. Google scholars has alerts on authors and search queries but for me they don't have enough recall. Its much easier to tell when a paper is relevant for me if it happens to cite 3 of the commonly used datasets for my particular task. btw I use arxiv-sanity, its pretty great, thanks a lo…

Thanks! Email alerts are one of top requested features, it's definitely on my shortlist for the next feature to incorporate.

Another feature I'd like to add is an ability to follow people, but I'm worried about the exact implementation since the current assumed contract is that your library is private.

One more feature of course I hear about often are comments, but I'm afraid of the site disintegrating into YouTube comments. I think comments have to be done very carefully and would require significantly higher code complexity to incorporate moderation tools, etc. Tricky and non-trivial not just implementation wise but design-wise, incentive-wise, etc.

Re: Ask HN: How do you get notified about newest research papers in your field?

#68
post #57

I wrote http://www.arxiv-sanity.com/ (code is open source on github: https://github.com/karpathy/arxiv-sanity-preserver ) as a side project intended to mitigate the problem of finding newest relevant work in an area (among many other related problems such as finding similar papers, or seeing what others are reading) and it sees a steady number of few hundred users every day and a few thousand accounts. It's meant to…

For me getting alerted when there are new papers that cite papers that are relevant towards my current research topic would be ideal. Google scholars has alerts on authors and search queries but for me they don't have enough recall. Its much easier to tell when a paper is relevant for me if it happens to cite 3 of the commonly used datasets for my particular task. btw I use arxiv-sanity, its pretty great, thanks a lo…

[deleted]

Re: Ask HN: How do you get notified about newest research papers in your field?

#69
post #59

Earlier quoted context omitted.

Conferences certainly dominate journals, but most people publish their work on arxiv first, anyway.

I'm in CS (at the intersection of PL/compilers/HPC), and I've never heard of anyone in my field doing that. In fact, the only papers I've read on arxiv have been ones linked on HN.

Virtually every ML paper is posted on arxiv before conferences.

Re: Ask HN: How do you get notified about newest research papers in your field?

#70

Earlier quoted context omitted.

This might be off topic but would you mind sharing how you wrote the website and if you have any tutorial that you can recommend? I want to design something extremely similar for a different application but I do not have much knowledge in web development (I am more experience in programming for numerical and data analysis). I figure this might be a good project to get my feet wet. Thanks!

Not the OP, but this looks like an nginx-powered API (which may be coming through a reverse-proxy) that returns JSON, and Bootstrap 3 + KnockoutJS for the client side to render it all. That doesn't answer your questions about the OP's thought and design processes but maybe it'll give you something to read up.

Exactly. The API is written in Go (because I wanted to learn it), and there's a Postgres database behind it, and a background Go process that scans the journals for updates. I recently rewrote the client in React as a learning exercise, but haven't made the switch yet

If I restarted from scratch I would do the server-side in Python because there's just a lot more good libraries available.

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