Asking earnestly: is ArXiv a valuable resource? I used it few years back when finishing my (late) Master's, but also saw a lot of crap published there (primarily for promotion/visa purposes) so it kind of took the shine out of the service for me.
It’s good for getting free access to preprints which are often close enough to the paywalled real papers in journals. If I find a paper I want (or more realistically, if ChatGPT finds a paper it wants for me), but it’s behind a paywall, odds are the authors put a preprint on arXiv.
The preprint papers on arXiv are like 99% the same as the published versions, except they're free instead of locked behind a multi-thousand dollar/year paywall.
Either you setup feeds for the specific topics/subjects you care about, scan what you come across once a week, or you use it to get access to papers that are usually behind some paywall. I don't think the intention nor the value comes from just haphazardously reading through everything in some section.
It's not peer-reviewed and supposed to free and accessible from both sides so the results kind of makes sense.
Tom Dietterich (Editor in Chief at arXiv) posted on LinkedIn the other day that they’re having trouble keeping up with the onslaught of AI-generated papers. Lots of suggestions in the comments but no magic bullets.
It’s ironic that the LLMs which benefit so much from reading arXiv papers of yore are now being used to pollute it. Personally if I see a single author post 2023, I assume it’s junk, especially if they’re not from an actual research institution. Not all solo independent researchers are phonies but … many phonies are solo independent researchers.
OpenReview is okay but even some of the reviewers are apparently using LLMs or just hardly reading.
A recent review of mine had a LLM-ism at the very end, "would you like me to format this into a formal peer review report?" So they very likely copy-pasted their whole review :). I'm pretty down on academia atm ;-;
Asking earnestly: is ArXiv a valuable resource? I used it few years back when finishing my (late) Master's, but also saw a lot of crap published there (primarily for promotion/visa purposes) so it kind of took the shine out of the service for me.
It’s good for getting free access to preprints which are often close enough to the paywalled real papers in journals. If I find a paper I want (or more realistically, if ChatGPT finds a paper it wants for me), but it’s behind a paywall, odds are the authors put a preprint on arXiv.
Some researchers and journals publish peer-reviewed work on arxiv; it serves as a stable archive that won't be plagued by link rot or paywalls.
The preprint papers on arXiv are like 99% the same as the published versions, except they're free instead of locked behind a multi-thousand dollar/year paywall.
Either you setup feeds for the specific topics/subjects you care about, scan what you come across once a week, or you use it to get access to papers that are usually behind some paywall. I don't think the intention nor the value comes from just haphazardously reading through everything in some section.
It's not peer-reviewed and supposed to free and accessible from both sides so the results kind of makes sense.
Tom Dietterich (Editor in Chief at arXiv) posted on LinkedIn the other day that they’re having trouble keeping up with the onslaught of AI-generated papers. Lots of suggestions in the comments but no magic bullets.
It’s ironic that the LLMs which benefit so much from reading arXiv papers of yore are now being used to pollute it. Personally if I see a single author post 2023, I assume it’s junk, especially if they’re not from an actual research institution. Not all solo independent researchers are phonies but … many phonies are solo independent researchers.
OpenReview is okay but even some of the reviewers are apparently using LLMs or just hardly reading.
A recent review of mine had a LLM-ism at the very end, "would you like me to format this into a formal peer review report?" So they very likely copy-pasted their whole review :). I'm pretty down on academia atm ;-;