Session Resources
Resources & Templates
Readings, datasets, breakout templates, and GitHub Classroom links — all in one place.
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Research Questions
From needs to research questions & project names
Four stakeholders, same data, same technique. Each group defines a research project — the need defines the research, not the technique.
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Scoping, Reducing & SOTA
Scope the problem down and find similar problems
Take a broad research problem and make hard choices: what's in, what's out, what assumptions make it tractable. Then ask: what is the state of the art? What are similar problems? Is our problem new, or can we map it to known problems?
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Evaluation Design
How would you know if you succeeded?
Design a complete evaluation plan: what metric, what ground truth, what baselines, and what you'll report.
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