논문 정리 Format

권대규·2022년 1월 3일
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연구실에서 방학 인턴 트레이닝을 진행한다고 하는데 추천해준 논문 정리 양식이다.

[Title]

Quick Look

Authors & Affiliation: [Authors][Affiliations]

Link : [Paper link]

Comments: [e.g. Published at X / arXiv paper/ in review.]

TLDR: [One or at most two line summary.]

Relevance: [Score between 1 and 5, stating how relevant this paper is to your work. Usually filled in at the end. ]

Research Topic

  • Category (General) :
  • Category (Specific) :

Paper summary (What)

[Summary of the paper - a few sentences with bullet points. What did they do?]

Issues addressed by the paper (Why)

[What are the issues that the paper addresses? Describe the problem. Why did they write this paper?]

Detailed Information (How)

Methodology

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Assumptions

[What assumptions were made and are these assumptions valid?]

Prominent Formulas

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Prominent Figures

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Results

[Theoretical or empirical results (any main tables) ]

Limitations

[Did the authors mention any limitations to their work? Do you see any limitations of their work?]

Confusing aspects of the paper

[Is there anything that is confusing and could need better explanations or references?]

Conclusions

The author's conclusions

[What are the authors conclusion? What do they claim about their results.]

My Conclusion

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Rating

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Possible future work / improvements

[Can you think of ways to improve this paper or ideas for future work?]

Extra

  • Cited references to follow up on / related papers:
  • Source code/ blog/ twitter thread/ other links:

Reference

https://github.com/KaleabTessera/Research-Paper-Reading-Template

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