知乎上看到吴恩达的一个小演讲,很短但非常好,做了一下笔记:
吴恩达阐述如何有效阅读论文
How to read research papers:
- Compile list of papers (median/blog posts)
- Skip around list, list up paper list
mark process of each paper 绘制一个资源表格,标注进度 - rough guideline: 5-20 papers basic understanding of an area, 50-100 papers for a very good understaning
How to read one paper: Take multiple passes
- Read title/abstract/figures
- Intro + conclusions + Figures, skim rest (skip related work)
- Read but skip/skim math
- Read the whole thing but skip parts don't make sense
Try to answer these questions:
- What did authors try to accomplish?
- What was the key elements of the approach?
- What can you use yourself?
- What other references do you want to follow?
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