What is a research paper critique?

JohnWitman

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Mar 10, 2026
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I'm in a graduate-level engineering course and the syllabus says we have to write "paper critiques" for every class meeting. I have no idea what that means.

I asked my professor and he said "analyze the paper, don't just summarize it." That's not helpful.

From what I can find online, a critique isn't just saying whether you liked the paper. It's analyzing the research itself — the problem, the methods, the conclusions. One source I found says to address questions like: What did I like? What did I dislike? What are future directions? What questions am I left with?

But this is for a computer science class. Does that change things? I'm so lost. Has anyone written critiques for engineering papers? What actually goes in them? 🙏🙏🙏🙏
 
Basically a critique is you playing detective. 🕵️‍♂️ You gotta figure out if the research actually proves what it claims to prove. For CS/engineering, look hard at the evaluation section. Did they compare against reasonable baselines? Or did they cherry-pick? Profs want to see that you spotted the weak spots. You can do it!
 
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