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Message: <blockquote data-quote="Eclipse" data-source="post: 2296666" data-attributes="member: 84173">First, organize your talk:  #   Read the entire paper at least 3 times. 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) Look at Paper Reading Advice for more details.  Find the important ideas A paper has many details but only one or two main ideas; structure your talk around these main ideas.   Create a Talk Outline Your talk should be organized in a top-down manner. You should have the following main sections in your talk:      * Introduction, The Big Picture: what, why, how, and why we should care (motivation). Be sure to include:           o a statement of the problem being solved (what)           o motivation and putting the work in context (why and why should we care)           o a high-level view of the author's solution (how)      * Details of solution     * Results demonstrating/proving their solution     * Critic of Work (possibly compare to related work)     * Conclusions & Future Directions for this work    The talk should be organized as the important ideas first, the details second, conclusions last. Each section of your talk should be organized in a similar manor: high-level important points first, details second, summarize high-level points last. If the paper is well written, you can use the paper's organization as a guide.</blockquote>

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