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Seminar/Practical Work/Thesis at Institute for Machine Learning

Seminar/Practical Work/Thesis at Institute for Machine Learning

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What does 'occupying the niche' in the Introduction involve, according to the lecture? (Select all that apply)

A full literature review of all related fields

❌

A list of contributions (common in ML papers)

✅

Detailed statistical proofs

❌

Mapping each step to the gap identified

✅

A brief summary of major methods (the approach)

✅

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Why do scientific papers (mostly) follow a standardized structure, according to the lecture? (Select all that apply)

It eases the job of reviewers, editors, and readers

✅

It is legally mandated by publishers

❌

Readers know what to expect

✅

It guarantees a higher impact factor

❌

It allows jumping to the most important sections

✅

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What approximate word count range does the lecture suggest for an abstract?

~10-50 words

❌

~50-100 words

❌

~1000-1500 words

❌

There is no recommended range

❌

~150-400 words

✅

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Which statement best reflects the lecture's advice on 'selling your story'?

Only the abstract needs to explain the work's importance

❌

Authors should connect their specific topic to larger, impactful themes

✅

Selling a story is unnecessary in ML papers

❌

Importance should only be argued in the discussion section

❌

Readers will recognize good science regardless of presentation

❌

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Which of the following should be drafted BEFORE research begins, according to the lecture's writing timeline? (Select all that apply)

Methods section in full detail

❌

Final Title

❌

Initial draft of Abstract

✅

Discussion/Conclusion

❌

Initial draft of Related Work/Background

✅

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What is the primary purpose of a mini-summary, as described in the lecture?

To act as a 'north-star' device that guides the author's writing decisions, never seen by readers

✅

To be published as part of the abstract

❌

To replace the need for an outline

❌

To be shown to reviewers before submission

❌

To summarize the related work section only

❌

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Why does the lecture recommend getting feedback on the story and outline early? (Select all that apply)

It is faster to review in minutes than a full draft in hours

✅

It saves both the author's and supervisor's time

✅

It reduces rewrites later

✅

It is required by most journals

❌

It guarantees publication

❌

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According to the lecture, a scientific paper should NOT be treated as which of the following? (Select all that apply)

A narrative that poses and resolves a research question

A recipe

A lab notebook

An encyclopedia

A diary

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What are the 'Four Pillars of Scientific Writing' presented in the lecture? (Select all that apply)

Peer Review

❌

Statistical Significance

❌

Text, Tables & Figures

✅

Clear Story

✅

Reader-Friendly Style

✅

Conventional Structure

✅

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In the academic hierarchy, what is called the 'currency of science' for climbing up the hierarchy? (Select all that apply.)

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