MSc in Digital Linguistics
Saint Petersburg, Russia
DURATION
2 Years
LANGUAGES
English
PACE
Full time
APPLICATION DEADLINE
Request application deadline *
EARLIEST START DATE
Request earliest startdate
TUITION FEES
RUB 334,600 / per year
STUDY FORMAT
On-Campus
* applications start February 1st, 2023
Introduction
Do you want to know how a computer translator, voice assistant, and search services work from the inside? Are you going to take part in the development of new machine systems designed for text analysis and live speech? Join the Digital Linguistics master program.
This program reveals the models of language theory, Big Data analysis, theory and practice of machine translation, algorithms for automatic text improvement. The students experiment with the phenomenon of speech, voice recognition, automated text analysis, develop digital language guides and other pioneering technologies.
Why should you choose this program?
The program combines the curriculum of two fields of study: Information technologies and Linguistics. You will comprehend and analyze linguistic materials and confidently apply advanced artificial intelligence technologies even if you start from scratch. We take a very broad view of digital linguistics, from theoretical investigations to practical natural language processing applications, ranging across linguistic areas like computational semantics and pragmatics, discourse, sociolinguistics, psycholinguistics, and applications including machine translation, question answering, and sentiment analysis.
The program offers two main professional tracks: Machine translation and Linguistic digital technologies in business. Machine translation track covers several important aspects: natural language processing applications; automatic translation of text using statistics; study of language at all levels, such as relations between words, part of speech tagging, syntactic parsing and anaphora resolution; translation tools for professional translators; machine learning for language processing, computer techniques for automatically classifying natural language texts, for NLP tasks such as making summaries of text automatically. Linguistic digital technologies in business provide engagement in areas such as text technology and linguistic data resources, grammar technology and linguistic theory, dialogue technology, and spoken interaction. The practical side of language technology is associated with computational linguistics. Important topics are empirical methods and data collection, statistics in modeling linguistic phenomena, and machine learning. Applications involving language technology are defining contemporary business culture: document relevance ranking and filtering (in e.g. search engines and social media), automatic translation, writers' aids, business intelligence, and profiling of individuals. The core of language technology are methods for automatically analyzing texts with a sensitivity for their linguistic structure and content.
These two options give additional opportunities to personalize education and even launch your own startup. Every student can draw up a personal academic plan, according to the individual educational aims with a unique set of disciplines.
The program is project-based. You will develop skills in research projects, gain experience in using mathematical methods to create Natural Language Processing applications, including speech recognition, artificial intelligence, machine translation, big data, automated text analysis, and web search in a wide variety of research labs informal workshops on digital linguistics.
You will participate in hands-on practical training grounded in theory and research, which will enable you to pursue a specialist career in industry or academic research. We have a wide network of contacts in the industry from which you will be able to benefit. Our graduates take positions within the language processing and human language technology industries, as well as in related areas such as translation, software development, and information and communication technologies. It should be noted that digital linguistics is a skill that is increasingly sought after by many companies from technological backgrounds.
Partners
- NTI Center and World-Class Research Center “Advanced Digital Technologies” SPbPU
- Translation company "Literra"
- T-Service company
- EGO Translating Company
- Translation company "Janus"
- Lappenranta University of Technology (LUT)
- Huawei LLC
- Gazprom Neft LLC
- LLC "Tetrakub"
Program Outcome
Objective of the program
То prepare the specialists of international level working with linguistic data, tools for their statistical analysis, programming and machine languages.
Key competencies and skills
- Analysis of modern achievements of science and advanced technologies in research work;
- Strategy to apply new information technologies in humanities with the means of intellectual data analysis and machine learning, computational linguistics, and knowledge representation;
- Research activities in logical and algorithmic intelligent systems;
- Presentation of research results in report forms, abstracts, publications, and public discussions;
- Development of human-machine and machine-to-machine interaction systems, algorithms, and methods for machine translation;
- Analysis in speech recognition and extraction of named entities;
- Creation of question-answer systems;
- Development of systems to facilitate communication for people with disabilities.
Curriculum
Fundamental background & Practical skills in the following fields
- Bachelor’s (Specialist) Degree Diploma in any field. Recommended to have a background in the following fields: Foreign languages and linguistic analysis
- Information technologies
- Computational linguistics
- Big Data
- Students with linguistics or language-related discipline but without a background in computer science would be appropriately advised by the course team and additional specialist technical support provided where necessary.
1st Semester | 2nd Semester |
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3rd Semester | 4th Semester |
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Master’s thesis topics
- Computer grammar-semantics: algorithms for calculating categories
- Computer experiments on the description of syntactic phenomena
- Ontology modeling concepts for a text generation system
- Input data modeling for ontology-based text generation systems
- Planning text in natural language in the discourse generation system
- Modeling the verb insertion into text - description and lexical semantics
- A contrastive study of texts of the same type in different languages
- Analysis of cultural component, verb systems, and syntactic constructions
- Automatic genre classification based on machine learning
Career Opportunities
Digital linguists are in extreme demand at the moment. The program offers a unique opportunity to start your career in global IT companies specializing in text search and analysis, in the startups developing new linguistic technologies. You will work in companies (businesses) and institutions dealing with applied linguistic problems and their modern solutions and in various companies operating with large amounts of unstructured text data.
Possible job positions
- Digital linguist
- Data scientist
- Architect of information systems
- Big data model designer
- Data engineer
- Data analyst
Admissions
Scholarships and Funding
The scholarship covers tuition fees and accomodation fees, as well as a monthly stipend.
Two options for getting the scholarship:
1. For the 2023/2024 academic year - Russian Ministry of Science and Higher Education scholarship (so-called quota)
Application period: December 20, 2022 - February 20, 2023
To apply for the quota of the Ministry of Science and Higher Education of Russia https://education-in-russia.com
- Sign up and submit an application form online
- Choose the Polytechnic University your Priority #1
- Attach your scanned documents
- Pass a competitive selection in your country
- Get your visa and arrive to study in Russia!
2. For 2024/2025 academic year - International Olympiad ""Open Doors: Russian Scholarship Project"" for Master's Degree and Ph.D. studies
You can also participate in the International Olympiad ""Open Doors: Russian Scholarship Project"" co-organized by Polytechnic University. The winners have an opportunity to pursue their Master's and Ph.D. degrees for free. The Olympiad is intended for both international applicants and SPbPU students in their final years of Bachelor's, Specialist's, or Master's studies http://opendoors.spbstu.ru/english.html
- Qualifying round (registration, portfolio contest is held online)
September 15 –December 10, 2023 - Final round (online test)
January 11 – January 30, 2024 - Interview round (for the doctoral track – Ph.D. applicants)
March 1 – March 19, 2024