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https://paperswithcode.com/ https://paperswithcode.com/ is arguably the best source and overview of all the research. Its also (somewhat) unbiased (owned by Met

https://paperswithcode.com/ https://paperswithcode.com/ is arguably the best source and overview of all the research. Its also (somewhat) unbiased (owned by Meta), not being an SEO-optimised company blog.

deleted 4y ago
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auggierose 4y ago
Do they just pick papers by themselves, selecting from already published papers?
- ulrikhansen54 4y ago
  They pull everything from various e-print archives (arXiv, ResearchGate, etc.) AFAIK Edit: Everything tagged with AI/ML
Jaxan 4y ago
I am not sure reading 25 papers per day is a good way of staying up to date.
- polynomial 4y ago
  Oh it's a great way, if you have the time. Therein lies the problem.
- danesparza 4y ago
  C'mon. That's only 4 papers an hour! :-)
  - brudgers 4y ago
    The average academic paper is about 12-14 pages including citations. So on average probably 50 pages an hour. With practice, that's entirely reasonable. Without practice it's a lot. Reading technical literature is a skill that develops over time. At first it goes slow. Then it gets normal. At first it might take an hour to read a 12 page paper. After a few months, fifteen minutes becomes enough to read a paper and make a cup of coffee.
- pixl97 4y ago
  Reminds me of a reddit meme I saw a few weeks ago of a picture of a boxer trying to keep up with the rate of change and getting tired out, then saying "damn, singularity got hands"
- ReDeiPirati 4y ago
  +1 to this, plus how many of those papers are pure bullsh*t? In the last years, I saw lot of crap just for the sake of publishing in AI.
- reaperman 4y ago
  A lot of the latest high-performing models aren't making it to HN. I use paperswithcode by scanning major tasks for new models that come out #1 across multiple benchmarks and then reading those papers. BeIT-3 for example.
Veen 4y ago
That'd be great if it had an RSS feed.
- zoenolan 4y ago
  Some unofficial feeds exist https://github.com/ml-feeds/pwc-feeds https://github.com/ml-feeds/pwc-feeds

deleted 4y ago

[deleted]

auggierose 4y ago

Do they just pick papers by themselves, selecting from already published papers?

ulrikhansen54 4y ago
They pull everything from various e-print archives (arXiv, ResearchGate, etc.) AFAIK Edit: Everything tagged with AI/ML

Jaxan 4y ago

I am not sure reading 25 papers per day is a good way of staying up to date.

polynomial 4y ago
Oh it's a great way, if you have the time. Therein lies the problem.
danesparza 4y ago
C'mon. That's only 4 papers an hour! :-)
- brudgers 4y ago
  The average academic paper is about 12-14 pages including citations. So on average probably 50 pages an hour. With practice, that's entirely reasonable. Without practice it's a lot. Reading technical literature is a skill that develops over time. At first it goes slow. Then it gets normal. At first it might take an hour to read a 12 page paper. After a few months, fifteen minutes becomes enough to read a paper and make a cup of coffee.
pixl97 4y ago
Reminds me of a reddit meme I saw a few weeks ago of a picture of a boxer trying to keep up with the rate of change and getting tired out, then saying "damn, singularity got hands"
ReDeiPirati 4y ago
+1 to this, plus how many of those papers are pure bullsh*t? In the last years, I saw lot of crap just for the sake of publishing in AI.
reaperman 4y ago
A lot of the latest high-performing models aren't making it to HN. I use paperswithcode by scanning major tasks for new models that come out #1 across multiple benchmarks and then reading those papers. BeIT-3 for example.

Veen 4y ago

That'd be great if it had an RSS feed.

zoenolan 4y ago
Some unofficial feeds exist https://github.com/ml-feeds/pwc-feeds https://github.com/ml-feeds/pwc-feeds