How to Write Good Papers: Key Takeaways from Cyrill Stachniss' IROS 2024 Talk
0:00 Goal: The talk aims to provide guidance on how to write strong academic papers that are more likely to be accepted.
0:48 What Makes a Paper Worth Reading? Understanding the reader's perspective (often a busy reviewer) and providing a compelling reason to read your work is crucial.
3:27 Six Key Elements of a Good Paper:
Start with Why: Explain the relevance of your research early on.
Spell Your Contribution: Clearly articulate your paper's unique contribution.
Back Up Your Claims: Support any performance or capability claims with evidence.
Evaluate Meaningfully: Conduct thorough evaluations, including comparisons to existing methods and statistical analysis if applicable.
Be Consistent: Maintain consistency in your claims and arguments throughout the paper.
Make It Beautiful: Ensure high-quality figures, proper formatting, and correct references.
5:33 Abstract Structure:
Why: 1-2 sentences explaining the importance of the research area.
Problem: 1-2 sentences defining the specific problem addressed.
How: 1-2 sentences outlining your approach to the problem.
What: 1-2 sentences highlighting the achievements or results of your approach.
10:09 Introduction Structure: Expands on the abstract's structure with more details.
11:16 Main Contribution: A dedicated paragraph explicitly stating the paper's core contribution is essential.
13:22 Claims and Support:
Explicitly state the key capabilities or properties of your approach as claims.
Structure the experimental evaluation to support each claim directly.
Each experiment should clearly link to the claim it supports.
17:52 Avoid Overstatements: Be cautious of using words like "optimal" or "significantly" without strong justification.
19:17 Paper Polish:
Active Voice: Use active voice for clarity and ownership of your contributions.
Short Sentences: Keep sentences concise and easy to understand.
Limited Acronyms: Only use acronyms when necessary and define them clearly.
High-Quality Figures: Figures should be self-explanatory and easy to read.
Accurate References: Ensure references are complete and formatted consistently.
21:08 Make it Beautiful: Invest time in formatting and presentation to make the paper visually appealing.
23:27 Acknowledgements: Stachniss credits much of his understanding of paper writing to his PhD advisor, Wolfram Burgard.