I got two papers accepted and I am just wondering how to know their policy towards publishing my papers also on CoRR. is it fine to publish the same paper in CoRR and in the conference?
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This is entirely a function of the publisher of the conference paper; CoRR does not impose any restrictions itself. – JeffE Mar 30 '12 at 08:32
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Normally, it's fine, as long as you submit a pre-print and not the camera ready of the conf proceedings. You can also check these questions: Does publishing a paper on arXiv prevent me from submitting it to a non-open access journal? and Submitting a subset of my work to ArXiv.
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In addition to Charles's answer, it depends on how the conference papers are published. If they're published as a special issue of a journal, then it may very well depend on the policies of the journal, as well as those of the conference. (And some conferences may have special restrictions on publications; in those cases, you should check with the conference organizers.)

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