论文阅读方法

关于如何看高效高质量阅读论文

1. Reading Research Papers

Video by Andrew Ng on stanfordonline.

1.1 How to read one paper

Take multiple passes through the paper.

  1. Title, abstract, figures
  2. Intro, conclusions, figures, skim the rest, (skip related work)
  3. Read but skip math
  4. Read whole things but skip parts that don’t make sense

1.2 When reading, keep these questions in mind

  1. What did authors try to accomplish?
  2. What were the key elements of the approach?
  3. What can you use yourself?
  4. What other reference do you want to follow?