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I just starred How to Write a Great Research Paper on Inoreader. http://bit.ly/2KSsUCM

This is the first part in a three-part series. In this part, I'll gather some thoughts on how to write a research paper. In the second part, I'll discuss on how to create slides for a presentation. In the last part, I'll discuss some tips on how to present.

This post focuses on writing a research paper in ML and NLP.
I do not claim to have anything new to add to the scientific discourse on how to write a paper. This post mainly gathers ideas from different sources that I found helpful and synthesizes them with some additional thoughts.

I have mainly published in NLP venues.

http://www.deeplearningindaba.com/uploads/1/0/2/6/102657286/research-paper-writing.pdf
https://www.cs.jhu.edu/~jason/advice/write-the-paper-first.html
Notes on Animated online paper, see World Models, School of AI fellows, distill.
Write a blog post about your paper.
How to write abstract:https://plg.uwaterloo.ca/~migod/research/beckOOPSLA.html

Change to regular format again. Show some examples from favourite NLP and ML papers. Show examples from DL Indaba.

https://www.youtube.com/watch?v=-z0W7kznyoI

https://drive.google.com/file/d/1kUarnxZNa-ojz0KvZFmHeAEFwTkEH7lg/edit

General suggestions

Don't wait, write.[1] This is also similar to advice from Jason Eisner[2], which is well worth reading.

Identify your key idea.[1:1]

Tell one story.[1:2]

Put your readers first.[1:3]

Listen to your readers.[1:4]

Abstract

Introduction

Nail your contributions to the mast.[1:5]

Related work

Don't simply acknowledge related work but contrast with it. The decreasing usage of "comparing and contrasting" is in fact a trend in the NLP literature [3].

Experiments

Evaluate on multiple tasks.

Analysis

Give us a peek into your thought process? E.g. do you write an ideas outline first and then add citations and then tie them into a conclusion -- or you already know the conclusion and share the story-so-far? 2) Presenting tips? What did you say with it? How? Why? Flow?
Some examples of papers that do this well

Peyton Jones, Simon. "How to write a great research paper". Talk. https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/ ↩︎ ↩︎ ↩︎ ↩︎ ↩︎ ↩︎

Eisner, Jason. "Write the Paper First". (2010). https://www.cs.jhu.edu/~jason/advice/write-the-paper-first.html ↩︎

Jurgens, David, Srijan Kumar, Raine Hoover, Dan McFarland, and Dan Jurafsky. "Measuring the Evolution of a Scientific Field through Citation Frames." Transactions of the Association for Computational Linguistics 6 (2018): 391-406. https://transacl.org/ojs/index.php/tacl/article/view/1266 ↩︎
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