Research Literature Analysis Questions

Skill in surveying, synthesizing, and critiquing prior work to motivate new research directions. Candidates should show the ability to map related approaches, compare evaluation protocols and datasets, identify gaps and conflicting findings, and design experiments that directly address open questions. Strong answers demonstrate systematic reasoning about baselines, dataset bias, and reproducibility concerns.