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LDA-T300 Kieliteknologia, syventävät opinnot, 90 op  
Tunniste LDA-T300  Voimassaolo 01.01.2020 -
Nimi Kieliteknologia, syventävät opinnot  Lyhenne Kieliteknologia 
Laajuus 90 op  
OpiskelumuotoSyventävät opinnot
LajiKokonaisuus   
  ArvosteluYleinen asteikko 
 
Vastuuyksikkö Kielellisen diversiteetin ja digitaalisten ihmistieteiden maisteriohjelma 

Opettajat
Nimi
Jörg Tiedemann 

Kuvaus
Kohderyhmä 

Responsible programme: Linguistic Diversity and Digital Humanities

Study track: General Linguistics

Compulsory

Not available to students from other degree programmes

 
Osaamistavoitteet 

The overarching aim of the module is for the participants to gain a deep understanding of the foundations and current state of research in language technology as well as the necessary skills to design and conduct research in the field of computational linguistics and language technology.

Upon successful completion of the module, students will have the following competences:

  • Carry out research in language technology by use of experimentally oriented methods;
  • Be able to critically assess the latest literature in language technology.
 
Edeltävät opinnot tai edeltävä osaaminen 

Recommended:

  • introduction to computational linguistics (BA) or equivalent
  • command-line course for linguists (BA) or equivalent
  • programming for linguists (BA) or equivalent
  • mathematics for linguists (BA) or equivalent
  • machine learning for linguists (BA) or equivalent
  • building NLP application (BA in languages)
  • statistics for linguists (BA in languages)

Note that the following courses can be taken to fulfil course requirements in the advanced studies of language technology

  • Introduction to Natural Language Processing, 5 cp
  • Programming for digital humanities, 5 cp or Programming for linguists (BA), 5 cp
  • Mathematics for linguists (BA), 5 cp
  • Building NLP application (BA), 5 cp
  • Machine learning for linguists (BA), 5 cp
  • Statistics for linguists (BA), 5 cp
  • Command-line course for linguists (BA), 5 cp
 
Sisältö 

 LDA-T300 Language Technology, Advanced Studies, 90 cr

Studies in linguistic diversity and digital humanities, 30 op

  • LDA-310 Approaches to linguistic diversity and digital humanities, 10 cr
  • Take 20 cr studies of the LingDig MA programme, as you have agreed with your teacher tutor. Also the courses of your own study track are suitable here.

 Take all of the following courses, 50 credits in total:

  • LDA-T301 Language Technology seminar, 5 cr
  • LDA-T302 Computational morphology, 5 cr
  • LDA-T303 Computational syntax, 5 cr
  • LDA-T304 Computational semantics, 5 cr
  • LDA-T800 Master’s thesis, 30 cr
  • HUM-801 or HUM-802 or HUM-803 Maturity test, 0 cr

 Take two of the following courses, 10 credits in total:

  • LDA-L302 History of linguistics
  • LDA-L307 Language typology
  • LDA-T305 Models and algorithms in NLP-applications
  • LDA-P305 Speech synthesis and recognition
  • DATA11001 Introduction to data science
  • DATA11002 Introduction to machine learning
  • DATA12001 Advanced course in machine learning
  • DATA20021 Information Retrieval
  • LDA-T306 Machine Translation
  • LDA-T307 Approaches to Natural Language Understanding
  • LDA-T308 Introduction to deep learning
  • LDA-T309 Corpus clinic
  • LDA-T310 Research project
  • LDA-T311 Teaching assistance
  • LDA-T312 Current topics in language technology
  • LDA-T313 Current topics in language technology II
  • LDA-T314 Current topics in language technology III
  • LDA-T315 Work Practice

Also take optional studies, 30 cr in total, to fill the MA degree (120 credits)

 
Arviointimenetelmät ja -kriteerit 

The grade is the average of the individual courses that constitute the module

 


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