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Notes -
This week I learned that LLMs are terrible at coming up with quiz questions.
We're having an end-of-the-year party with my team of data engineers, and I want to prepare a quiz for them. I don't want Jeopardy-style "either you know it or you don't, your only hint is the category name" questions, my gold standard is the What? Where? When? show that has questions that:
For example, "
droste.zip
is a small Zip archive that contains two files. One of them isdroste.jpg
, a very small picture of a Droste hot chocolate poster. Its only purpose is to make the presence of the other file even more impressive. What is the other file in this archive?"Or, "Charles O'Rear has spent more than 20 years working for National Geographic in exotic locations. But his most expensive and most viewed work is a very simple landscape. Name this photograph."
ChatGPT is hopeless at this. It suggests questions like "What does
su
insudo
stand for?" even when you explain what you want from it, why its questions are wrong and even give it my handcrafted questions as examples. I thought Russian-language LLMs would be better at it, having a better corpus of competitive W?W?W? questions to learn from, but they were even worse.Since I sincerely hope none of you work for me, here's some friday fun for you:
Go to db.chgk.info instead of reinventing the wheel. You don’t even have to translate the stuff :)
I know about it, but it doesn't have a filter by theme.
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Others have answered correctly.
Here's my effort.
In a well known Jack Nicholson film his character plays or we hear on the soundtrack the following:
Fantasy in F minor
Fantasy & Fugue in D minor
Piano Concerto no 9 in E flat major
Prelude in E minor
Fantasy in D minor
Characterize these and if brave tell me the name of the film.
This is the kind of question I do not want on my quiz, unless it's a movie-themed quiz. While this film has been praised by the critics, I don't think a 1970 movie is on anyone's mind in 2024, unless they are a big movie buff.
But you did know the answer! Winner!
I didn't, I googled for it.
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Question 1: wild guess.Itself?
Question 2:Windows XP default desktop background?
Nice job!
Surely both of these require knowing random trivia?
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It has to be windows xp
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There is a good paper called Embers of Regression which basically points out that LLMs do not have a consistent intellect. Their ability to perform tasks such as “Write the following in word-reversed order” will change markedly depending on whether the result is a sane/common string or not. So trying to get novel material is hard.
I can’t answer your riddles, I’m afraid. I was never good at puzzles.
Thank you very much for sharing that paper. It is excellent.
Do you have any other "must read" papers on LLMs? Or a link to a good list?
Glad you enjoyed! I subscribe to TLDR AI, it’s surprisingly good.
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