How to read a paper

“Learn steadily rather than short burst for longevity.“ — Andrew Ng

Questions To Ask Yourself

Andrew provides a set of questions that you should ask yourself as you read a paper. These questions generally will show you understand the critical information presented in a paper. I use the questions below as beacons to ensure I don’t stray from the aim of understanding vital information.

They are as follow:

  1. Describe what the authors of the paper aim to accomplish, or perhaps did achieve.(寫作的Motivation是什麼?)
  2. If a new approach/technique/method was introduced in a paper, what are the key elements of the newly proposed approach?(論文中提出的方法,關鍵點是什麼?)
  3. What content within the paper is useful to you?(對自己當前的研究,有用的內容或者啓發)
  4. What other references do you want to follow?(好的參考文獻進一步閱讀)

參考文獻:How You Should Read Research Papers According To Andrew Ng (Stanford Deep Learning Lectures)

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