You need to be able to explain the details in the paper (even the ugly tricky notation)
You need to be able to provide a critical analysis of the paper
Check out references in the related work section of the paper.
(this will help you put the paper in context of a larger body of work and will help you critique the paper's results/contributions)
More info http://www.cs.swarthmore.edu/~newhall/cs97/s00/PresentationAdvice.html
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