It's alarming that NeurIPS papers are being rejected based on "ethics reviews". How do we guard against ideological biases in such reviews? Since when are scientific conferences in the business of policing the perceived ethics of technical papers?
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Vastauksena käyttäjälle @pmddomingos
there has been substantial discussion about this for years now, for instance, see https://acm-fca.org/2018/03/29/negativeimpacts/ … … reality is review has always been about more than some pure notion of "science", communities should set standards for their scholarship
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Vastauksena käyttäjälle @jeffbigham
This is a controversial proposal, as you know. The road to hell is paved with good intentions.
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Vastauksena käyttäjälle @pmddomingos
That proposal only argued we should mention negative impacts along w/ the positive. That it was so controversial was revealing. Relevance to your post is that somehow we entrust reviewers to judge positive things; once it’s about negative things, suddenly we’re on a road to hell.
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Vastauksena käyttäjälle @jeffbigham
No, it's more than that. It said that all papers should be required to consider broader impacts. But, as I said in a previous tweet, it's absurd to (e.g.) require all papers about speeding up gradient descent to consider the broader impacts of faster gradient descent.
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Vastauksena käyttäjälle @pmddomingos
It's rare to find a paper that doesn't include at least a sentence or two about why the subject of the paper is important, or something about how it could be (positively) used. Broader impacts are already talked about, just not the negative ones.
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No, papers typically talk about immediate impacts, not broader impacts. (That's the reason the term "broader impacts" was coined.) Conflating the two is part of the problem.
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