University of Helsinki Linguistic Diversity and Digital Humanities Master’s Thesis Guide 2026-2027

What this guide covers

This guide is for students in the University of Helsinki Master’s Programme in Linguistic Diversity and Digital Humanities, usually shortened to LingDig, who are planning, writing or submitting a master’s thesis during the 2026-2027 academic year. It brings together current programme-level information with the University thesis rules that explicitly list LingDig under the Faculty of Arts thesis section.

LingDig is unusually interdisciplinary. A student may be working in Cognitive Science, Digital Humanities, General Linguistics, Language Technology or Phonetics, and the research design can look very different across those five tracks. For that reason, this guide separates the rules shared by the programme from the detailed method, formatting and referencing choices that must still come from your study track, thesis seminar and supervisor.

The degree and where the thesis fits

The Master of Arts degree is 120 ECTS and is designed for two years of full-time study. From 1 August 2026, the current programme structure consists of 75 ECTS of advanced studies in your own study track and 45 ECTS of elective studies.

Within the 75 ECTS advanced-studies block, 45 ECTS are studies common to programme students. The University describes this common block as including an introductory course, working-life studies, the MA thesis seminar and the MA thesis. A further 30 ECTS comes from your own study track.

The master’s thesis itself is 30 ECTS. The programme describes it as an independent scientific study and says that students are guided through the writing process in a thesis seminar during the second year.

This is important for planning. The thesis is not an isolated document added at the end of the degree. It sits inside the advanced-studies structure and is connected to the seminar and the research skills developed within the student’s chosen track.

The five study tracks matter for thesis design

LingDig has five study tracks:

1. Cognitive Science
2. Digital Humanities
3. General Linguistics
4. Language Technology
5. Phonetics

The programme’s own descriptions show why a single generic methodology template would be misleading.

General Linguistics covers theoretical and methodological approaches to language structure and language use, with strong attention to linguistic diversity, typology, language description and documentation. Phonetics works with articulatory, acoustic and perceptual aspects of speech and includes experimental phonetics and speech-synthesis methods. Language Technology combines linguistics and computer science and works with computational models, multilingual and cross-lingual NLP, machine learning and data-oriented methods. Cognitive Science studies mind, brain and behaviour using combinations of experimental measurement, surveys, quantitative and qualitative analysis and computational modelling. Digital Humanities applies computational and data-science methods to humanities questions and also studies digital culture.

The programme descriptions establish different methodological environments rather than one common thesis template. General Linguistics is described through language structure and use, typology and documentation; Phonetics through articulatory, acoustic and perceptual speech research, experimental phonetics and speech synthesis; Language Technology through computational language models, multilingual and cross-lingual NLP, machine learning and data-oriented algorithms; Cognitive Science through experimental measurement, surveys and interviews, quantitative and qualitative analysis and computational modelling; and Digital Humanities through computational and data-science methods for humanities questions and the study of digital cultures.

These are programme-level track contexts, not mandatory thesis methods. Your actual research question, track guidance, available evidence, ethics requirements and supervisor advice control the final design.

Thesis length: usually 40-60 pages

The current University thesis-grading page has a Faculty of Arts section that explicitly lists the Master’s Programme in Linguistic Diversity and Digital Humanities. Under that section, the usual length of a master’s thesis is 40-60 pages, excluding appendices.

This should be treated as a normal range rather than a target that overrides academic judgement. A thesis still needs enough space to establish the problem, engage with relevant literature, explain the research design, present analysis and develop conclusions. At the same time, adding pages without strengthening the argument does not improve the thesis.

For a jointly written thesis, the Faculty guidance gives a longer range of 60-80 pages. The introduction and abstract must identify each writer’s individual contribution. Even when work is collaborative, assessment must remain able to identify what each student has completed independently.

Start with a thesis plan

The Faculty guidance requires a thesis plan before or at the initial stage of the project. The plan is discussed and approved by the degree programme and must identify the thesis supervisor or supervisors.

A useful thesis plan should therefore do more than provide a working title. Before substantial data collection or analysis begins, it should make the project inspectable. In practice, that means clarifying the research problem, why the question matters within the selected track, what evidence or material will be analysed, the research method, the likely ethical or data-management issues, and whether the project is realistic within a 30 ECTS thesis.

For an interdisciplinary programme, this scope control is especially important. A project can easily become too broad when it tries to combine linguistic theory, computational development, experimental work and a large empirical dataset at the same time. The thesis plan is where those ambitions should be tested against the actual workload.

Use the thesis seminar as part of the research process

The LingDig programme states that students are guided through the thesis-writing process in a second-year thesis seminar. That seminar should be treated as part of the research workflow rather than only as a reporting requirement.

Bring concrete material to seminar meetings: a research question that can be challenged, a literature map, a draft method, sample data, an analysis decision, a short result section or a problem that needs feedback. This makes it easier to identify design weaknesses before they appear throughout the final thesis.

Because detailed disciplinary requirements can differ, the advanced seminar is also one of the places where you should confirm the conventions for structure, formatting and referencing in your track.

Preliminary examination before formal submission

Before the formal examination, the Faculty guidance recommends submitting the thesis for preliminary examination. The supervisor provides this preliminary review. During teaching periods, the supervisor has four weeks to provide feedback.

This creates an important planning constraint. If you want meaningful feedback before a particular E-thesis deadline, do not finish the thesis only a few days before submission. Build the preliminary-examination period into the project schedule.

After preliminary examination, the student may supplement and revise the thesis before final submission. This is the point to resolve substantive weaknesses in argument, analysis, structure or presentation. Once the thesis is formally submitted in E-thesis, it should be treated as final.

E-thesis submission is the formal handover

Master’s theses are submitted electronically as PDF files through E-thesis. The current instructions state that after the final version is submitted for assessment, it is no longer editable.

Before pressing the final submission button, check the complete PDF rather than only the source document. Confirm that the cover information is correct, the abstract is present, tables and figures render properly, appendices are included where required, references are complete, page numbering is correct and the file opens normally.

This final-file check is particularly important for computational or data-heavy theses, where code-generated tables, figures or symbols can render differently in the exported PDF.

Examiners and grading

The Faculty of Arts section says that two examiners are appointed after submission. One examiner is the thesis supervisor. Both normally hold doctoral degrees, although the head of the degree programme may permit an exception in rare cases.

The thesis is graded on the University scale from 0 to 5. The Faculty uses its assessment criteria, and point 7 of the broader assessment framework is not assessed for this Faculty section. The Dean makes the final decision on the thesis grade.

Students should therefore focus on the quality of the submitted scholarly work itself: the clarity of the research problem, command of relevant scholarship, suitability and execution of methods, quality of analysis, interpretation of results, academic writing and consistent presentation.

The abstract also functions as the maturity test

The Faculty guidance says that the thesis abstract serves as the maturity test for the master’s degree. The abstract is written in the language of the thesis. Additional language requirements depend on the student’s previous education and whether the required language skills were already demonstrated earlier.

At University level, the master’s maturity test is recorded as a separate 0-credit attainment and is assessed pass/fail.

Do not treat the abstract as an administrative afterthought. It should make the core logic of the thesis visible: the research problem, the material or data, the method, the main result and the conclusion.

AI use: thesis support and maturity-test prohibition are different rules

University guidance allows artificial-intelligence tools to support learning and writing in many contexts, subject to faculty, programme and teacher restrictions. Students remain responsible for the accuracy and academic integrity of the work and must disclose AI use when required.

The maturity test is different. University instructions explicitly prohibit the use of AI in maturity tests. Because the abstract functions as the maturity test in this Faculty context, students should follow the current programme and Faculty instructions very carefully when preparing it.

AI should not be used to manufacture sources, generate unverifiable evidence, replace the student’s own analysis or conceal uncertainty in data or methods. Where AI has been used legitimately, preserve enough documentation to explain what was used and how.

Referencing and formatting: do not assume one universal style

The current Faculty guidance says that degree programmes and lines of study provide more detailed thesis-writing instructions in advanced seminars, including discipline-specific details. It does not establish one universal LingDig citation system such as APA, MLA or Chicago for every track.

That matters because LingDig contains fields with very different scholarly traditions. A Language Technology thesis, a phonetics experiment and a Digital Humanities project may not use identical conventions.

Before substantial writing begins, verify the controlling instructions from your seminar, track and supervisor. Then use one system consistently throughout the thesis. Do not choose a style simply because it is common in another discipline.

2026-2027 submission calendar

For the faculty grouping used by the current University timetable, the 2026-2027 thesis schedule provides these submission deadlines:

• 3 September 2026
• 8 October 2026
• 12 November 2026
• 17 December 2026
• 21 January 2027
• 25 February 2027
• 11 March 2027
• 8 April 2027
• 7 May 2027
• 20 May 2027
• 24 June 2027

The completed thesis must be submitted by 23:59 Finnish time on the deadline date. The corresponding examiner, grade-proposal and Dean-decision dates are published in the University timetable.

The University also notes that no supervision and feedback are provided in July unless specifically required by a faculty or programme, and theses are not assessed in July. Students planning summer completion should therefore work backwards from the June deadline rather than assuming July functions like a normal teaching month.

A practical LingDig thesis workflow

A defensible workflow for this programme can be organised into eight stages:

1. Choose a tractable problem within your study track. Define the scholarly problem before choosing tools.
2. Map the literature and evidence. Establish what is already known and what your thesis can realistically add.
3. Prepare the thesis plan. Specify question, material, method, ethics/data issues, scope and supervision.
4. Use seminar feedback early. Test the question and method before investing heavily in analysis.
5. Build a reproducible analysis process. Keep organised data, code, notes, decisions and versions appropriate to your field.
6. Draft around the research logic. Make the relationship between question, evidence, method, result and conclusion explicit.
7. Leave time for preliminary examination. The four-week feedback period during teaching periods should be part of the schedule.
8. Perform the final E-thesis check. Submit only the final PDF after verifying the complete document and maturity-test abstract.

Final checklist before submission

Before submitting, confirm that:

• the thesis remains within a manageable 30 ECTS research scope;
• the normal 40-60 page Faculty range has been considered, or any justified departure has been discussed;
• the thesis plan and supervision arrangements were approved;
• the method matches the research question and your track’s scholarly standards;
• the analysis is your own and can be explained or reproduced where appropriate;
• the citation and formatting system follows the controlling track/seminar guidance;
• the abstract accurately summarizes the thesis and complies with maturity-test rules;
• any permitted AI use has been handled transparently and AI was not used for the maturity test;
• the final PDF has been checked carefully;
• the E-thesis submission is completed before 23:59 Finnish time on the relevant deadline.

What this guide deliberately does not cover

This is a thesis guide, not an admissions guide. It does not state current admissions eligibility, selection criteria, application documents, language-test thresholds, tuition fees or scholarship rules. Those facts are cycle-sensitive and require a separate admissions evidence pass.

For thesis work, the most specific current instruction from your study track, thesis seminar, supervisor and University systems remains controlling whenever it is more detailed than this guide.