7 ms·
Best Paper Awards in Computer Science Since 1996
- sadfaceunread 13y agoAn interesting list. I'd enjoy seeing this in other fields besides CS.
- theOnliest 13y agoI'm not sure how far afield from CS you actually want to go, but the list for music theory is at http://societymusictheory.org/archive/publications http://societymusictheory.org/archive/publications.
- sadfaceunread 13y agoI would be interested in physical/chemical sciences MRS, APS and ACS come to mind as examples of things with annual meetings which might have best paper awards.
- chimmy 13y agoThis is a great list but I would rather look at the most cited papers from that conference (say 10 years later). As an example, MapReduce did not win the best paper in OSDI 2004. However, it has impacted the industry like no other paper in that conference.
- greenyoda 13y agoAt the bottom of the list is a summary of the number of "best papers" by institution. Interestingly, Microsoft Research is at the top of the list: Microsoft Research 32.4 Stanford University 26.8 Massachusetts Institute of Technology 24.6 University of Washington 24.1 Carnegie Mellon University 22.9 University of California Berkeley 19.5 ...
- agumonkey 13y agoAnd by a nice margin. IBM is quite far below, I'd never expect that.
- solarexplorer 13y agoIBM would gain a bit if computer architecture conferences were included.
- agumonkey 13y agoTrue. Even though, first I got confused between papers and patents (they have a tradition of submitting lots of them) and last I wonder if they didn't slow low level research, if not then they keep it quiet, unlike a few years back where they'd talk about they latest PowerPC feats.
- jackowayed 13y agoMSR is very well-regarded, rather autonomous from Microsoft's product division, and likely larger than any university's CS department. It's not much easier to get a principal researcher there than a professorship at a great university. They're not as broad as most universities, but they pretty reliably have the most papers in top systems conferences like OSDI and SOSP.
- grad_ml 13y agoI understand what are you trying to say. But this is a not a reasonable comparison.
- maxtaco 13y agoMSR attracts some of the best researchers and makes it easy to get research done. No teaching requirements, grant applications or scrambling for funding. Just research. I sincerely hope tomorrow's Microsoft keeps MSR well-funded, it's a benefit to the whole community.
- Arnor 13y agoHmm... TL;DR?
- lambda 13y agoHuh? It's a list of best papers. What kind of summary can you give of hundreds of CS papers in different fields? "There sure is a lot of stuff you can do with computers!" greenyoda already included the first few lines of the summary of institutions which contributed most to this list, which is about as close to a TL;DR as you can get for this link: https://news.ycombinator.com/item?id=6992714 https://news.ycombinator.com/item?id=6992714 But really, what were you expecting a TL;DR to be? There's no way you can summarize nearly two decades worth of computer science research in a single TL;DR.
- lambda 13y agoToo bad SIGGRAPH doesn't give such an award; I was curious to look at the top graphics papers.
- davvid 13y agoNot top papers, but you can read many of the accepted papers by following the author links here: http://kesen.realtimerendering.com/sig2013.html http://kesen.realtimerendering.com/sig2013.html
- lambda 13y agoThanks! I was interested in seeing the list of "best papers" just to see what the most interesting or innovative research over the years has been, but this is all good stuff too.
- cocoflunchy 13y agoLooking at Google scholar results might be interesting: http://scholar.google.com/citations?hl=en&vq=eng_computergraphics&view_op=list_hcore&venue=zUewAQ_9bogJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_computergra...
- teraflop 13y agoReposting a worthy comment from user chimmy, who has been hellbanned for 1.5 years for no apparent reason: > This is a great list but I would rather look at the most cited papers from that conference (say 10 years later). As an example, MapReduce did not win the best paper in OSDI 2004. However, it has impacted the industry like no other paper in that conference.
- brendano 13y agoYou can get some of this from Google Scholar's metrics pages, which list, for each venue, the most-cited papers since 2008. These indeed seem to be different than the best-paper selections, though I haven't examined this systematically. (I guess you could take the best-paper and look at its citation rank out of papers that year. But this raises other questions; for example, is the point of best paper award to select the paper that will be most influential?) From this page, http://scholar.google.com/citations?view_op=top_venues&hl=en&vq=eng http://scholar.google.com/citations?view_op=top_venues&hl=en... , click "Subcategories" under "Engineering & Computer Science": for example, "Artificial Intelligence," "Computational Linguistics," or "Human Computer Interaction." It lists the most-cited-venues for each area, but if you click on a particular venue you get its list of most-cited-papers. Here are a few that are also on Jeff Huang's list: ICML: http://scholar.google.com/citations?hl=en&vq=eng_artificialintelligence&view_op=list_hcore&venue=2ylpsImLK4EJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_artificiali... NIPS: http://scholar.google.com/citations?hl=en&vq=eng_artificialintelligence&view_op=list_hcore&venue=R2Ngs3P0obYJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_artificiali... AAAI: http://scholar.google.com/citations?hl=en&vq=eng_artificialintelligence&view_op=list_hcore&venue=YKyuWPT8huAJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_artificiali... ACL: http://scholar.google.com/citations?hl=en&vq=eng_computationallinguistics&view_op=list_hcore&venue=IiBSo71taVQJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_computation... EMNLP: http://scholar.google.com/citations?hl=en&vq=eng_computationallinguistics&view_op=list_hcore&venue=pR_JUmMdsmMJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_computation... CHI: http://scholar.google.com/citations?hl=en&vq=eng_humancomputerinteraction&view_op=list_hcore&venue=pk9tPI3VY_UJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_humancomput... CVPR: http://scholar.google.com/citations?hl=en&vq=eng_computervisionpatternrecognition&view_op=list_hcore&venue=l60tToE7K3UJ.2013 http://scholar.google.com/citations?hl=en&vq=eng_computervis...
- benrapscallion 13y agoAs a biologist, where we emphasize publication over conferences, I am really curious as to what "best" means? Innovative? Most data to back hypothesis?
- barik 13y agoIn CS, conference papers act much like journal papers (though often quite a bit shorter). Unlike journal papers, a talk or poster (by one of the authors) is also required to be presented at the conference in order to have the paper published. Though there are exceptions, the majority of these conferences are published in either ACM or IEEE libraries. The Best Paper Award is typically some combination of a decision by the Program Committee, aggregated votes by attendees of the conference, and input from the paper reviewers who originally peer-reviewed the work. There isn't a single metric for the award, and it can be quite subjective: sometimes it is an innovate topic, sometimes it is simply an interesting perspective, sometimes it is a well-executed presentation (even if the research itself wasn't all that interesting), sometimes it is because the authors used a difficult-to-acquire or real-world data set (internal Google or Microsoft data, game data directly from Blizzard), sometimes it is because of a challenging participant base (for example, interviewing minorities in elementary schools or a longitudinal study tracking participants over a decade), and sometimes it is simply excellent experimental design and statistical analysis.
- scott_s 13y agoIn support of barik's comment, I want to add that conference papers in computer science are peer reviewed, and the top conferences have an acceptance rate that is usually less than 15%. Simply, conference papers, rather than journal articles, is where most innovative computer science work goes. This is very true for systems, languages, software engineering, databases and HCI, but less so for the more theoretical areas. This topic comes up when talking with researchers outside of computer science so often that the Computer Science Research Association wrote up a memo explaining it: http://cra.org/resources/bp-view/evaluating_computer_scientists_and_engineers_for_promotion_and_tenure/ http://cra.org/resources/bp-view/evaluating_computer_scienti...
- 13y ago
- sideproject 13y agoAn excellent list! Love it. Did you compile it manually?
- olalonde 13y agoI know this topic has been done to death but it still blows my mind that most of those papers are not freely available. It would be nice if the freely available ones were marked as such in the list.
- empthought 13y agoIf you are a member of a public library in a metropolitan area, take a look at the available journals and journal databases there. You might be pleasantly surprised. It's not "freely" available but it's not something that everyone has to pay publishers directly for.
- lambda 13y agoHmm. Most that I clicked on were freely available. The links go to Google Scholar searches, and most of those indicate that a PDF is available.
- anologwintermut 13y agoIt still blows my mind that people claim this is true. Almost all CS papers are on the author's website, eprint, arxiv, etc. Google scholar even links to them. Don't get be wrong, closed publications are a travesty. But they are a travesty because institutions pay out of government grant money (indirectly via overhead) to pay for subscriptions and because it's government funded research. They are not, at least in anything approaching the average case, a travesty because researchers cannot access results.
- olalonde 13y agoReally? I just clicked 10 random link and all Google Scholar searches redirected to a http://dl.acm.org/ http://dl.acm.org/ paywall. Maybe I'm missing something? edit: Ah, I just noticed some searches have a direct link to the PDF next to the main search result "[PDF] from domain".
- grad_ml 13y agoIf you search little bit more, you would be be able to find that work somewhere else for free download. Some application paper published by Springer etc are difficult to get.
- raphman 13y agoJust a small caveat: There is some evidence that best paper awards do not really correlate with great influence of those papers, as measured by the number of citations a paper receives afterwards [1]. [1] http://www.bartneck.de/publications/2009/scientometricAnalysisOfTheCHI/ http://www.bartneck.de/publications/2009/scientometricAnalys...
- konceptz 13y agoInterestingly, "The Anatomy of a Search Engine" was not on this list. http://infolab.stanford.edu/~backrub/google.html http://infolab.stanford.edu/~backrub/google.html
- no_one_believes 13y agoWhat's the best tablet upon which to actually read all these papers?
- piyushpr134 13y agoFor a lot of these links, I am not able to find the pdf as they are behind signups or paywall. sad state of affairs