Paper Analysis and Comparative Evaluation Questions

Focuses on the ability to read, critique, and position research relative to related work. Candidates should identify key contributions, assumptions, and limitations of papers, evaluate the fairness and completeness of experimental comparisons, propose missing baselines or ablation studies, and recommend experiments or analyses that would clarify open questions. This topic also covers how to synthesize multiple approaches to highlight trade offs in accuracy, efficiency, robustness, and generality.