Research Paper Critique

This is the content guide for the Research Paper Critique. In general, include explanations in the presentation (in the slides and/or verbally), be concrete (e.g., pointing to the specific parts of the research paper), and provide support when expressing your thoughts and opinions.

Background and Introduction
— Introduce the authors and the title of the work
— Discuss the paper’s background and the problem statement
— Describe the motivation and the objectives of the paper

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Paper Contributions in the Author’s View
— Describe the author’s (claimed) contributions and their focuses
— Explain the authors’ treatment and discussions of the related literature
— Describe how the authors support and validate their claims and the validation approaches,
e.g., modeling, theoretical analyses, simulations, system implementation, proof of concept, data collection, and data analyses
— Explain the author’s methodologies used for validations
— Highlight the authors’ key results
— Explain a key result, including how it was derived, the derived insights, and the significance of the result in relation to the overall paper contribution

Paper Analyses and Critique
— Identify the strengths of the paper
— Identify the weaknesses of the paper
— Comment on whether the validation results accurately support the author’s contributions and whether it is lacking support for some of the claims
— Evaluate the paper’s correctness (e.g., “is the paper technically sound and did the authors build a logical argument, or are there technical errors or unstated assumptions”) and justify why you feel that it is correct or incorrect with concrete explanations and support (base your praises or criticisms based on the facts, claims, examples, and the validations provided by the authors) — If any, identify biases in interpretations on facts, figures, information, and logic, and other biases that the authors may have
— Discuss the paper’s practical relevance to the real world

Suggestions for the Paper
— Describe whether the author’s ideas and visions agree with your experience and knowledge
— Recommend improvements and revisions for the paper
— Construct evaluation scenarios and metrics to further support the paper’s hypotheses and contributions

Future Work of the Paper
— Identify research ideas that extend the paper beyond the current scope (if the paper already includes a future work section, choose those that seem more impactful and explain your choices) — Hypothesize the ideas and identify the corresponding potential contributions

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