Fortnow’s thoughts on SCIgen

Lance Fortnow had a real go at the MIT students that got the bogus paper accepted at the SCI conference.

I would consider someone who intentionally submits a bogus paper to STOC guilty of academic fraud. Why are these MIT students any different?

I (and many of the people who’ve commented on his blog) think there’s a big difference. Fraud implies some serious intent to “get away with something”, to pass one thing off as another. Anyone who spent 2 minutes reading their paper would immediately realize that this isn’t a real paper. They might be confused regarding the intent, but they would know instantly and absolutely that the authors weren’t even trying to fool anyone into thinking that it was a real piece of science. The papers that SCIgen churns out are about as subtle as a Three Stooges film, and that’s not fraud, that’s parody. Parody is a crucial tool in the toolkit of those looking to expose shams and shallow thinking, and as such I think the students’ actions were completely reasonable.

P.S. One of the comments on Fortnow’s blog points to this fascinating piece on the The Bogdanoff Affair. One might perhaps argue that academics (including scientists) have some obligation to make some sense in our writing and speaking, and that we should demand no less when reviewing the work of others.

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MIT students find absence of human intelligence at CSci conference

In the late 1940’s Alan Turing wrestled with the thorny problem of how we’d recognize (computer) intelligence if it walked up and bit us. His answer was his famous Turing Test, which essentially takes the position that if a computer program can consistently fool us into thinking it’s a human then we have to agree that it is intelligent.

Some clever ducks at MIT have turned this on its head to demonstrate the lack of intelligence among certain groups of humans. 3 MIT grad students wrote a program (SCIgen – An Automatic CS Paper Generator) which:

…is a program that generates random Computer Science research papers, including graphs, figures, and citations. It uses a hand-written context-free grammar to form all elements of the papers. Our aim here is to maximize amusement, rather than coherence.

The papers so generated are filled with long, vaguely coherent phrases of buzzwords and jargon, as can be seen from this splendid abstract:

Many physicists would agree that, had it not been for congestion control, the evaluation of web browsers might never have occurred. In fact, few hackers worldwide would disagree with the essential unification of voice-over-IP and publicprivate key pair. In order to solve this riddle, we confirm that SMPs can be made stochastic, cacheable, and interposable.

On its own, this would be a reasonably clever, the nerds’ equivalent of a nifty party trick. These folks, however, took it to the next level and actually submitted two SCIgen papers to conferences for review. They cleverly picked on WMSCI 2005, where one can assume the reviewing standards can’t be too high given that they had 2904 papers at their Orlando conference last year! (How in the world can they possibly provide comprehensive review of that many papers?!? The working assumption is the conference exists primarily as a money making venture for its organizers and a vacation opportunity for its participants.)

They in fact succeeded in bamboozling WMSCI and got one of their SCIgen papers accepted! The SCIgen folks immediately started celebrating their victory and raising funds to attend the conference, where they intended to give a randomly generated talk. WMSCI has, not surprisingly, pulled their paper after learning of its provenance. Their web site has this lengthy response to the situation, with the primary “justification” being that the paper was accepted as a non-reviewed paper. Apparently none of the reviewers assigned this paper actually responded, and the organizers seem to have a policy of accepting papers that receive no reviews.

They justify this at some length by going on about the value of not having reviews and allowing posterity and reference counts sort it all out. This is an idea that has some merit, and plays key role here in the world of blogs, where there is no peer review before the fact (anyone can publish whatever they want). In this case, though, it comes off as a fairly lame excuse, especially since they tried to get reviews and just failed to receive any.

Apparently a letter from a conference organizer included this remarkable statement:

I am not sure how unethical are these bogus submissions, and if there is some way to detect all of them in a large conference.

Leaving the ethics aside for the moment, I would think that if one’s reviewing process was unable to successfully identify wackiness of this order, then there are fairly serious problems. I’ve been marking calls for submissions from these conferences as junk mail for several years now, and this certainly makes me feel better about that :).

All this reminds me of a cool CACM article from 1997 entitled “The Ultimately Publishable Computer Science Paper for the Latter ’90s: A Tip for Authors”. The conclusion from that gem was:

Blah blah blah Internet. Blah blah blah blah. blah blah blah blah Web. Blah blah. Blah blah Java. Blah blah blah blah. Yadda yadda yadda.

A key difference, however, is that the CACM editors understood the joke when they accepted that article for publication.

Emily started all this by pointing me at this CNN article. Thanks!

The SCIgen folks will even allow you to generate your own papers. Sub-Evil Boy and I now have a paper entitled The Influence of “Smart” Technology on Algorithms co-authored with Albert Einstein, Paul Erdös, and Isaac Newton. I now have an Erdös number of 1 – Hurrah!

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