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How to Write a Master's Thesis
NLP Master's Thesis from Enrollment to Defense
This tutorial could also be called “things I wish I had known when I was writing my diploma thesis”
. This guideline is intended to ease writing your master's thesis (and hopefully, to produce better theses and successful defenses, as a result) and what better way is there than provide you with a spectrum of information I gained being on both sides of the trench. I'm going to navigate you through the process of your master's thesis assignment, writing and defense. The guideline is mostly fitted to a typical experimental NLP master's thesis but I'm sure you can tweak it to other situation once you get the general idea.
Timeline
I don't think I can emphasize enough: start EARLY. Seriously. You will make your life much easier if you start programming, measuring and writing (that especially!) in good time. Most opponents can recognize hasty writing hurriedly finished over the last week before deadline. As for the question what is the minimum time in which I can write a thesis
, let's pretend I never heard the question.
The exact dates of everything that happens at the Faculty of Mathematics and Physics, such as beginnings and ends of semesters, deadlines for courses and exams enrollments, deadlines for theses submissions and theses exams, is strictly bound by an official Academic Calendar of the faculty. Look out for the exact deadlines of the required actions in the current version.
With that in mind, let's say that a typical master's curriculum takes two academic years (four semesters). Master's thesis writing is officially a three-semester course, consisting of three subsequent (!) semesters each of which you must subscribe to in the Study Information System (SIS), in the appointed deadline.
That generates roughly the following course of action:
- Minus 4 semesters, aka 1st winter semester (1st year): Starting your first semester as a master's student. Before the end of this semester, start looking around for a possible topic of your thesis. There are two ways to select your topic:
- The majority of people go to the module Thesis (Selection of subject) in the Study Information System (SIS) which lists an offer of yet unsubscribed theses. If any of them catches your eye, contact the supervisor by e-mail.
- If you have a cool topic in mind, you can also approach a prospective supervisor with your idea and ask if they would be willing to supervise you.
Intriguingly, there is even an official deadline for Recommended period for deciding master's thesis topics
in the oh-so-important Academic Calendar. As of 2022, it was Feb 11, just three days before the official start of the summer semester. It is only recommended, though, but gives the idea about the expected timing.
- Minus 3 semesters, aka 1st summer semester (1st year): Having agreed with you supervisor, enrol to the first of the three master's thesis courses in the Study Information System (SIS). Most of the communication with your supervisor is conveyed via email, with preferably regular, but sometimes occassional meetings in person (replace person by zoom in covid times). In this semester, you will likely get acquainted with the topic: You will be assigned some scientific papers to read, probably learn new technologies, get access to computation grid, etc. At the end of this semester, your supervisor will grant you credit for the first master's thesis course.
- Minus 2 semesters, aka 2nd winter semester (2nd year): Again, don't forget to enrol for the second of the master's thesis courses. In this semester, some serious coding usually happens. If you haven't started in the previous semester, you will probably design experiments, guided by your supervisor. You will implement code for these experiments, run it on the computational grid. If your thesis is more practical one, you may implement an application. This semester is very busy and if your topic was chosen well, it is usually (at least mildly) fun :) At the end of semester, you will be granted credit for the course.
- Minus 1 semester, aka 2nd summer semester: Finishing the experiments, polishing your application. But mostly, the writing. I will say more about the actual writing later in the following sections. Again, hopefully, you will be credited and will pass the third and last of the master's thesis courses at the end of this semester.
- End of study: The master's programme is finished by taking a final exam, which consists of two parts:
- Master's study defence (
obhajoba
in Czech): requires submitting the electronic (PDF) and the paper (hardcover) version of the thesis in the appointed deadline, enrolling for the exam in the Study Information System (SIS) (again, the in the official deadline) and obviously, showing up for the defence. More about the actual thesis defence later. - Master's state final examinations (
státnice
in Czech): requires registering for the examination in the required deadline and showing up for the examination. Also more on the examination later.
So each of both parts is offered separately in the Study Information System (SIS), each of them must be enrolled in the required deadline and they can be taken jointly or separately in three possible terms throughout the year: summer
(June), autumn
(September) and winter
(February). Please note that the deadline for registration differs for each of the terms. Actually, there is a preferred way, when everything went well, and that is the summer final examination after the 2nd year's summer semester, taking both the defence and examination, which places the registration for both examinations and the submission of the thesis somewhere to May.
Working on the Thesis
Writing the Thesis
How Much Is Enough
The very fist question I usually get is “How much do I have to write?”
. As far as I know, there is no official number anywehere, so I'm just going to speak from experience: A master's thesis most probably non-rejectable on the basis of “too few text”
if it consists of absolute minimum of 40-50 A4 pages of content, not including the front page, acknowledgements, table of contents, bibliography & appendices. That is, the Conclusion Section should appear on page 40-50.
Me or We aka Pluralis Majestatis
Most scientific contributions were achieved in a team and it is therefore customary to write in plural, as in “we present”
, “we implemented”
and “we conclude that…”
. Writing in plural is so widespread in scientific writing that one is expected to use “we”
even when being the single author of the work, although one may feel a little pompous. Writing in plural also somehow indirectly acknowledges the latent work of those who enabled your work directly or indirectly, such as your advisor, colleagues, the sysadmins, etc.
Typesetting and Formatting
This is an area which you can get right and get some plus points for very low cost. Correct typesetting and formatting can be sitted through with a little of diligence and patience even if one is no Einstein. You won't get complaints for your thesis not being rocket science, but you can get a lot of complaints for poor presentation of your work. All of this can be avoided, if you:
- Read the official Guidelines for Writing a Master Thesis.
- Download the official LaTeX template and take this as an opportunity to learn LaTeX (or brush up your LaTeX skills). Please please be it LaTeX and not a WYSIWYG editor (Word, Libreoffice, …). It's just so easy to get beautifully typesetted text and mathematical formulas with LaTeX and so easy to ruin things otherwise. Also, get BibTeX for managing your references. You'll find yourself having to resist less urge to through it all away when you have to reindex your references in Word for the 50th time. Your future self will thank your current self if you put just a little work into setting up your thesis in LaTeX.
- Read my advice on typesetting, with good practices and frequent errors.
Referencing, Plagiarism and These Things (Don't Skip Me!)
Plagiarism is a big NO-NO in science. It's so big you can get in serious trouble if caught. The trouble is, many people are not quite sure what plagiarism is and what it isn't. Sometimes, there is a grey area, but sometimes, the borderline is pretty clear.
The Content
An experimental NLP thesis usually consists of these parts:
- Oficially required formalities such as front page, declaration of independent work, dedication, etc. Must be part of the thesis, must appear in the correct order and must look like EXACTLY like prescribed by the Guidelines for Writing a Master Thesis. The good new is that since you already downloaded the LaTeX template, all these have already been sorted out for you as part of the template. You only have to fill in the blank fields.
- Introduction
- Related Work
- Methodology
- Results
- Discussion (sometimes merged with Results)
- Conclusions
- Bibliography
- Appendices
Dedication
The Dedication is usually one paragraph or two paragraphs sitting on an otherwise empty page in the beginning section of your thesis. It is basically a small Oscar Acceptance Speech in which you want to thank all those who helped you through insufferable and horrible pain of sweating out some passable text inspiring and enjoyable process of creating the work of your life. It is usually the most personal (or the only personal) part of your thesis. It is considered good manners to thank your advisor in the first place and then whoever helped you professionally. Also your parents and partner/spouse. You can go ahead with phrases like:
- I would like to (sincerely/wholeheartedly) thank my advisor/parents for his/their … (patience, support, …)
- I am grateful to … for …
- I would like to acknowledge my colleagues …
- Her/his/their patience/valuable feedback/insightful feedback/support/constant support/guidance/valuable guidance/counsel helped me with/guided me through…
- I could not have finished this thesis without …
You get the idea :)
Introduction
Related Work
Methodology
Results
Discussion
Conclusions
Submitting the Thesis
Don't fall in the PDF/A
trap! The electronic system requires all submitted PDF in PDF/A format and there is an automatic check for PDF/A. Allow yourself enough time to find out how to convert your PDF into PDF/A (like, not in the last two hours before deadline midnight).
Final Examination
As has already been said, the final examination consists of two parts:
- Master's study defence (
obhajoba
in Czech): requires submitting the electronic (PDF) and the paper (hardcover) version of the thesis in the appointed deadline, enrolling for the exam in the study information system (SIS) (again, the in the official deadline) and obviously, showing up for the defence. More about the actual thesis defence later. - Master's state final examinations (
státnice
in Czech): requires registering for the examination in the required deadline and showing up for the examination. Also more on the examination later.
So each of both parts is offered separately in the study information system (SIS), each of them must be enrolled in the required deadline and they can be taken jointly or separately in three possible terms throughout the year: summer
(June), autumn
(September) and winter
(February). Please note that the deadline for registration differs for each of the terms. Actually, there is a preferred way, when everything went well, and that is the summer final examination after the 2nd year's summer semester, taking both the defence and examination, placing the registration for both examinations and the submission of the thesis somewhere to May.
In fact, the defence and the final state examination are usually organized in two different days with span about a week. One day accommodates all defences, the other on all final state examinations. The reason for this is purely organizational: different committees have to meet for each event.