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Tweets to Citations: The Impact of Social Media Influencers on AI Research

arxiv.org

31–40 of 51 posts

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#31
post #9

So glad the AK account exists. As a researcher, I've always wanted some guy with an econ degree and a year of ML eng to recommend me papers after glancing at them for maybe 30 seconds. I am genuinely baffled that researchers in the field think there is any value in the service AK provides. I'd wager I could create an equally effective bot with the following process: 1) Create a historical dataset of publications and…

> As a researcher, I've always wanted some guy with an econ degree and a year of ML eng to recommend me papers after glancing at them for maybe 30 seconds.

This kind of elitism is baffling given the quality of work from independent researchers recently.

And no, I have no I have no “vested interest” (whatever the hell thats supposed to mean) in someone’s Twitter.

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#32

As much as I dislike all the baggage that comes with Elon owning Twitter, it is the only place I know with a critical mass of AI talent sharing papers and thoughts. Even in read-only mode, it's incredibly useful as a way to stay up to date with interesting AI papers and discussions. Does a good alternative to this exist?

The growing pace of new papers, especially in CS, is a hard problem to solve. We created this tool to help: https://trendingpapers.com/ The website was launched in October. It is already used by researchers in most of the leading universities and tech companies and is growing fast. Let me know what you think.. cheers!

Nice. Is this open source and/or are you looking for help in any way?

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#33

Earlier quoted context omitted.

Discord is where our conversations go to die, yes; but (non-private) Github repos are clonable and very searchable - so I'm not sure why you wrote that.

Searchable, yes - but you must be signed in. > Sign in to search code on GitHub - Before you can access our code search functionality please sign in or create a free account.

It's nice when people use gitlab, for this reason

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#34

As much as I dislike all the baggage that comes with Elon owning Twitter, it is the only place I know with a critical mass of AI talent sharing papers and thoughts. Even in read-only mode, it's incredibly useful as a way to stay up to date with interesting AI papers and discussions. Does a good alternative to this exist?

Any recommended accounts to follow; is there a "@Rainmaker1973" for AI papers?

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#35
post #9

So glad the AK account exists. As a researcher, I've always wanted some guy with an econ degree and a year of ML eng to recommend me papers after glancing at them for maybe 30 seconds. I am genuinely baffled that researchers in the field think there is any value in the service AK provides. I'd wager I could create an equally effective bot with the following process: 1) Create a historical dataset of publications and…

If someone has done more of the quantitative side of econ, they are well positioned to pick up ML real fast. And the average AI/ML paper simply isn't very difficult to understand. I was a comp sci undergrad and some of the econometrics focused folks were much closer to ML work than anyone doing comp sci (this was quite some time ago though).

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#36

As much as I dislike all the baggage that comes with Elon owning Twitter, it is the only place I know with a critical mass of AI talent sharing papers and thoughts. Even in read-only mode, it's incredibly useful as a way to stay up to date with interesting AI papers and discussions. Does a good alternative to this exist?

I use https://huggingface.co/papers and frankly more than enough, usually anything significant enough has a paper there or is mentioned in the papers unless it's completely proprietary stuff (Midjourney, NovelAI etc) so they're not very interesting from a research point of view.

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#37
post #26

Earlier quoted context omitted.

Do you by chance have a vested interest in attesting this? A disclaimer might be appropriate if so.

You should be ashamed of yourself and apologize. What's more likely? There's paid shills lying that he provides non-negative value, or you're missing something when asserting for every ML PhD on earth , they must think his extremely popular work has negative value?

Apparently my innuendo has not been taken well, so I'll clarify in more straightforward terms: @abidlabs is the employer of the individual running the aforementioned twitter account.

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#38
post #37

Earlier quoted context omitted.

You should be ashamed of yourself and apologize. What's more likely? There's paid shills lying that he provides non-negative value, or you're missing something when asserting for every ML PhD on earth , they must think his extremely popular work has negative value?

Apparently my innuendo has not been taken well, so I'll clarify in more straightforward terms: @abidlabs is the employer of the individual running the aforementioned twitter account.

If this is true then not disclosing that is extremely unethical of @abidlabs, damn near intellectual malfeasance, and reflects very poorly on the rest of their work.

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#39
Despite the paper's claims to the contrary, they most likely have the causality absolutely backward. The two accounts they analyse, AK (@_akhaliq) and Aran Komatsuzaki (@arankomatsuzaki), have much better taste than anyone or anything else I've come across that are as prolific as they are. There's a reason lots of us ML/AI researchers follow them closely, which is that over an extended period of time we've noticed that they keep surfacing interesting and important work.

They do a much better job of it than some random reviewer, so you would not expect some other papers with the same review scores, venues, and embeddings to have the same citation counts. But this is the premise that this paper entirely relies on as the basis of the analysis, and as a result the paper fails to make a strong case.

The idea that thousands of researchers would decide to follow two particular Twitter accounts for no good reason, and would like and retweet posts from those accounts just because they're "influencers", makes no sense at all. Accounts become influencers for a reason. In this case, the accounts are not from people who are otherwise famous for some external reason -- literally the only thing they're known for is posting papers. If they weren't good at finding papers that researchers found interesting, they wouldn't get followed.

BTW, some years ago, Miles Brundage's Twitter account was the main one that researchers followed for this purpose. Nowadays he's the head of policy at OpenAI and no longer does this. But back when he did, the '@brundagebot' bot was created that tried to replicate his curation choices using an algorithm.

Re: Tweets to Citations: The Impact of Social Media Influencers on AI Research

#40
post #37

Earlier quoted context omitted.

Apparently my innuendo has not been taken well, so I'll clarify in more straightforward terms: @abidlabs is the employer of the individual running the aforementioned twitter account.

If this is true then not disclosing that is extremely unethical of @abidlabs, damn near intellectual malfeasance, and reflects very poorly on the rest of their work.

except the fact that the company name is in the handle
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