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A recommended best practice for getting started with a new topic is to: (Select all that apply.)
Skip implementation entirely
❌
Avoid reading and start with the most complex experiments
❌
Only read the abstract of one paper
❌
Read a lot, implement on toy tasks until you understand, then increase complexity
✅
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In the hypothesis-experiment-analyze loop, what does the presentation warn against? (Select all that apply.)
Having a hypothesis before experimenting
❌
Reading additional literature
❌
Randomly playing around without a hypothesis in mind
✅
Interpreting (not just looking at) results
❌
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Which tools are recommended for literature management? (Select all that apply.)
NeurIPS
❌
Zotero
✅
Modus ponens
❌
Mendeley
✅
OneNote
✅
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When reading many papers, which traversal strategy is recommended to avoid the 'rabbit-hole'? (Select all that apply.)
Breadth-first-search-like approaches
✅
Random search
❌
Depth-first search
❌
Reading only the most recent paper
❌
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When finding a topic, the presentation stresses that ___ is crucial, and warns about the 'unknown (un)knowns'. (Select all that apply.)
Citations
❌
Supervision
✅
Buying compute
❌
Social media
❌
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In a research project, most of the time is typically spent on which part? (Select all that apply.)
The non-linear loop of hypothesis, experiment, analysis, and reading literature
✅
Writing the final report
❌
Submitting to a conference
❌
Finding a topic
❌
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Scientific consensus is defined as: (Select all that apply.)
A theory that has been falsified
❌
The position generally agreed upon at a given time by most specialized scientists
✅
Whatever the most-cited paper claims
❌
The opinion of a journal editor
❌
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Where is a paper usually submitted for peer-reviewed publication? (Select all that apply.)
To a conference (e.g. NeurIPS, ICML, ICLR)
✅
To a patent office
❌
To personal blogs
❌
To a journal (e.g. Nature, Science)
✅
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During peer review of a paper, the typical setup includes: (Select all that apply.)
3-5 reviewers who challenge your work
✅
A double-blinded process (you don't know the reviewers, they don't know you)
✅
No reviewers, editor decides alone
❌
Only 1 reviewer, single-blinded
❌
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Which of the following positions are BELOW 'Professor' in the academic hierarchy shown? (Select all that apply.)
PhD Student
✅
Assistant Lecturer
✅
Named Professor
❌
Senior Lecturer
✅
Lecturer
✅
Dean
❌
Head of Department
❌
PostDoc Research Fellow
✅
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