Ask HN: Any nerds out there who've read a lot of research papers?
I'm a student who usually vibecodes my way through assignments, but I want to write a paper introduction that's not cookie-cutter and actually stays with the reader. I'm asking the Hacker News community: which abstracts have you found most memorable, and what made them stick? I'm looking for examples and insights to help me craft something impactful.
I'm well into the thousands of research papers read. Understood a fair fraction of them. Couldn't tell you what the abstract was for any. The memorable parts are the ideas and the results within the paper. Some titles stick. "Attention is all you need". "SSA is functional programming". Plus more people see the title than read the abstract. Only one I got to name myself was "Shared Memory Remote Procedure Calls" which I now realise is in exactly the same theme of given the title, you don't need the abstract or the contents.
Hard to separate the memorability of the abstract from the underlying material. IMO the most memorable papers contain some unexpected simplification: a complicated problem turns out to reduce to something much simpler [0], perhaps for a counterintuitive reason [1]. So a memorable abstract should advertise that the paper contains some cute little trick. This may not help you actually publish though [0]: Attack the RLHF problem with a simple classification loss: https://arxiv.org/abs/2305.18290 [1]: Frustratingly Easy Meta-Embeddings: https://arxiv.org/abs/1804.05262
Not quite an abstract, but most memorable: https://onlinelibrary.wiley.com/doi/epdf/10.1111/meta.12599 There's also the infamous opening paragraph to the "States of Matter" textbook by David L. Goodstein: Ludwig Boltzmann, who spent much of his life studying statistical mechanics, died in 1906, by his own hand. Paul Ehrenfest, carrying on the work, died similarly in 1933. Now it is our turn to study statistical mechanics.
https://lamport.azurewebsites.net/pubs/paxos-simple.pdf "Abstract The Paxos algorithm, when presented in plain English, is very simple."
see https://onlinelibrary.wiley.com/doi/pdf/10.1111/1467-968X.12321 include a SUMMARIUM in Latin and ΣΥΝΟΨΙΣ in Greek, for that real Scholar effect.
I'm in the same boat that I don't think the abstract itself of any I've read has been memorable in the slightest, but they usually serve to give me a tiny glimpse of whether or not I might find the underlying content interesting. For example, I quite enjoyed the paper "Web Browser Fingerprinting Using Only Cascading Style Sheets," but its abstract isn't anything overly exciting. The title itself conveyed enough information for me to gather my interest, its attract just confirmed it was probably worth reading it.