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PaperclipPerfector  11mo ago (text post)   3588 thread views

Friday Fun Thread for May 19, 2023

Be advised: this thread is not for serious in-depth discussion of weighty topics (we have a link for that), this thread is not for anything Culture War related. This thread is for Fun. You got jokes? Share 'em. You got silly questions? Ask 'em.

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I haven't had much luck at making gpt-4 come up with genuinely novel ideas for the fields I'm interesting in (Machine Learning, Deep Learning, Reinforcement Learning), the most it can do is serve as a sort of litterature review, where I describe an idea I have, ask it if it exists, and if it does to link me the papers. Sometimes it hallucinates papers that don't exist in this way because it thinks that generating positive answers is more useful than negative ones, but I've gotten real value out of this procedure a few times, where it spit out fairly obscure results that I would've never found on my own.

aah I don't know, I've had a few obscure papers from 2013 and 2014 come up that basically implemented aspects of a few of my projects. And at one point it pointed out that what I thought was a shiny new idea was in fact called "Optimal Importance Sampling", and linked me a paper from 1991 that explained it. So it's still pretty useful unless you're doing stuff that is basically the next obvious thing to try conditional on current research, and as such are worried about people scooping you.

I've had a lot of luck asking for search terms rather than papers for literature review.

I have a feeling that lit review is going to be a super useful place for chatgpt plugins

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