Choose papers that were distinguished papers from a relevant conference.
Be able to answer: "How is this paper relevant to my work and/or the work of other people in the group"?
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Can a good discussion be generated by this paper because either the topic is of interest to others in the group or you have some specific questions about the topic that you would like to bounce off the group?