MS Artificial Intelligence

Research Methodology — How to Read a Paper (Keshav)

Take the Research Methodology — How to Read a Paper (Keshav): 30 multiple-choice questions (40 minutes) with instant scoring and a full answer review.…

What this test covers

Sample questions with answers

The first 5 questions of this test, with the correct answer and explanation.

  1. Q1. Who is the author of "How to Read a Paper", and with which institution is he affiliated?

    • A. S. Keshav, David R. Cheriton School of Computer Science, University of Waterloo ✓
    • B. Timothy Roscoe, ETH Zurich
    • C. Simon Peyton Jones, Microsoft Research
    • D. George Whitesides, Harvard University

    Answer: A. S. Keshav, David R. Cheriton School of Computer Science, University of Waterloo

    Explanation: The paper is by S. Keshav of the David R. Cheriton School of Computer Science, University of Waterloo, Canada.

  2. Q2. According to the abstract, what problem motivates this article?

    • A. Research papers are too long to publish
    • B. Reading is a skill that is rarely taught, leading to much wasted effort ✓
    • C. Journals charge too much for access
    • D. Too few papers are published each year

    Answer: B. Reading is a skill that is rarely taught, leading to much wasted effort

    Explanation: The abstract notes that researchers spend a great deal of time reading papers, but the skill is rarely taught, leading to much wasted effort.

  3. Q3. Which reasons does Keshav give for why researchers must read papers?

    • A. To increase their citation count and h-index
    • B. To fulfil a university attendance requirement
    • C. To review them for a conference or class, to keep current in their field, or for a literature survey of a new field ✓
    • D. To find spelling mistakes made by other authors

    Answer: C. To review them for a conference or class, to keep current in their field, or for a literature survey of a new field

    Explanation: The introduction lists reviewing for a conference or class, keeping current in the field, and doing a literature survey of a new field.

  4. Q4. How much time does a typical researcher spend reading papers, according to the introduction?

    • A. A few hours every year
    • B. About ten hours every year
    • C. One full working month every year
    • D. Hundreds of hours every year ✓

    Answer: D. Hundreds of hours every year

    Explanation: The introduction states that a typical researcher will likely spend hundreds of hours every year reading papers.

  5. Q5. What is the key idea of the three-pass approach?

    • A. Read the paper three times from beginning to end
    • B. Read the paper in up to three passes, instead of starting at the beginning and plowing to the end ✓
    • C. Read only the abstract three separate times
    • D. Divide the paper among three readers

    Answer: B. Read the paper in up to three passes, instead of starting at the beginning and plowing to the end

    Explanation: The key idea is reading in up to three passes rather than reading straight through from start to finish.

The other 25 questions

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  1. Q6. What does each of the three passes accomplish?

    • A. All three passes give the same general overview at increasing speed
    • B. First gives the details, second the general idea, third the references
    • C. First gives a general idea, second lets you grasp the content but not the details, third helps you understand the paper in depth
    • D. First checks grammar, second checks figures, third checks citations
  2. Q7. How long should the first pass take?

    • A. About five to ten minutes
    • B. About thirty minutes
    • C. Up to one hour
    • D. Four to five hours
  3. Q8. Which of the following is NOT one of the four steps of the first pass?

    • A. Carefully read the title, abstract and introduction
    • B. Read the section and sub-section headings
    • C. Study the proofs and experimental methodology in detail
    • D. Read the conclusions
  4. Q9. What should you do with the references during the first pass?

    • A. Read every referenced paper before continuing
    • B. Glance over them, mentally ticking off the ones you have already read
    • C. Ignore them entirely until the third pass
    • D. Count them to judge the paper's quality
  5. Q10. At the end of the first pass you should be able to answer the five Cs. What are they?

    • A. Cost, Citation, Clarity, Conclusion, Contribution
    • B. Context, Content, Correctness, Credibility, Conclusion
    • C. Category, Context, Correctness, Contributions, Clarity
    • D. Category, Citation, Content, Comparison, Clarity
  6. Q11. Under the five Cs, the question "What type of paper is this? A measurement paper? An analysis of an existing system? A description of a research prototype?" belongs to which C?

    • A. Category
    • B. Context
    • C. Clarity
    • D. Contributions
  7. Q12. Which of these is a reason Keshav gives for choosing NOT to read further after the first pass?

    • A. The paper was published more than a year ago
    • B. The paper has too many figures
    • C. The authors make invalid assumptions
    • D. The paper is written by a single author
  8. Q13. For which kind of paper does Keshav say the first pass alone is adequate?

    • A. Papers you are formally reviewing for a conference
    • B. Papers that form the core of your thesis
    • C. Papers you intend to re-implement
    • D. Papers that aren't in your research area, but may someday prove relevant
  9. Q14. Knowing that most reviewers make only one pass, what writing advice does Keshav give?

    • A. Choose coherent section and sub-section titles and write concise, comprehensive abstracts
    • B. Place the most important results only in the appendix
    • C. Use as many technical acronyms as possible
    • D. Write a very long introduction to impress the reviewer
  10. Q15. What does Keshav say happens if a reviewer cannot understand the gist after one pass, or a reader cannot understand the highlights after five minutes?

    • A. The reviewer will request a major revision
    • B. The paper will likely be rejected, and will likely never be read, respectively
    • C. The paper will be forwarded to another reviewer
    • D. The paper will be accepted but not cited
  11. Q16. In the second pass, what should you ignore, and what technique does Keshav recommend?

    • A. Ignore the figures; recommend reading the conclusion twice
    • B. Ignore the abstract; recommend memorising the references
    • C. Ignore details such as proofs; jot down key points or make comments in the margins
    • D. Ignore the related work; recommend skipping to the third pass
  12. Q17. When examining graphs in the second pass, what should you check for?

    • A. Whether the colours match the journal's style guide
    • B. Whether the axes are properly labeled and results are shown with error bars so conclusions are statistically significant
    • C. Whether the graphs were drawn with professional software
    • D. Whether the graphs appear before the tables
  13. Q18. What should you do with references during the second pass?

    • A. Mark relevant unread references for further reading
    • B. Delete references older than ten years from your notes
    • C. Read every reference in full before continuing
    • D. Ignore the reference list completely
  14. Q19. How long should the second pass take?

    • A. Five to ten minutes
    • B. Up to an hour
    • C. Two to three hours
    • D. Four to five hours
  15. Q20. What should you be able to do after completing the second pass?

    • A. Re-implement the paper's system from memory
    • B. List every citation in the bibliography
    • C. Summarize the main thrust of the paper, with supporting evidence, to someone else
    • D. Identify every implicit assumption the authors made
  16. Q21. The level of detail reached by the second pass is described as appropriate for which kind of paper?

    • A. A paper you are interested in, but which does not lie in your research speciality
    • B. A paper you have been asked to formally review
    • C. A paper completely outside your field of interest
    • D. A paper you plan to extend in your own thesis
  17. Q22. Which of the following is NOT listed as a reason you might still fail to understand a paper after the second pass?

    • A. The subject matter is new to you, with unfamiliar terminology and acronyms
    • B. The paper is poorly written with unsubstantiated assertions and numerous forward references
    • C. The paper has been published in a top-tier conference
    • D. It is late at night and you are tired
  18. Q23. If you still do not understand the paper after the second pass, what three choices does Keshav offer?

    • A. Email the authors, post on a forum, or abandon the field
    • B. Re-read the abstract, re-read the conclusion, or re-read the figures
    • C. Ask a supervisor, ask a classmate, or ask a librarian
    • D. Set the paper aside, return to it later after reading background material, or persevere and go on to the third pass
  19. Q24. What is the key to the third pass?

    • A. To attempt to virtually re-implement the paper, making the same assumptions as the authors and re-creating the work
    • B. To rewrite the paper in your own words for publication
    • C. To translate the paper into your own language
    • D. To read every cited reference in full
  20. Q25. During the third pass, what attitude should you take toward the paper's statements?

    • A. Accept the authors' assumptions, since the paper was peer-reviewed
    • B. Identify and challenge every assumption in every statement
    • C. Focus only on the conclusions and skip the body
    • D. Compare the paper only against your own previous work
  21. Q26. How long does the third pass take for beginners compared with experienced readers?

    • A. One hour for beginners and five minutes for experienced readers
    • B. Two hours for beginners and thirty minutes for experienced readers
    • C. About four or five hours for beginners and about an hour for an experienced reader
    • D. The same amount of time for both
  22. Q27. At the end of the third pass, what should you be able to do?

    • A. Recite the abstract word for word
    • B. Decide whether to read the paper at all
    • C. List the paper's references in alphabetical order
    • D. Reconstruct the entire structure of the paper from memory and identify its strong and weak points
  23. Q28. What is the first step of using the three-pass approach to do a literature survey?

    • A. Use an academic search engine such as Google Scholar or CiteSeer with well-chosen keywords to find three to five recent papers, do one pass on each, and read their related work sections
    • B. Read the five most cited papers of all time in the field
    • C. Attend the top conference in the field
    • D. Write a draft survey from memory and then verify it
  24. Q29. In the second step of the literature survey, what identifies the key papers and researchers in an area?

    • A. The papers with the longest reference lists
    • B. Shared citations and repeated author names in the bibliography
    • C. The papers published most recently
    • D. The papers with the most figures and tables
  25. Q30. What is the third step of the literature survey method, and what do you do with the papers it produces?

    • A. Email the key researchers and ask them for a reading list, then do one pass on each reply
    • B. Go to the websites of the top conferences, scan their recent proceedings for high-quality related work, and make two passes through the resulting set of papers
    • C. Read every paper in the field in full, starting with the oldest
    • D. Publish a preliminary survey and wait for reviewer feedback