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Learning and Training Resources

 

This section contains a collection of open educational resources demonstrating the use of CLARIN language resources and central services in the curricula of SSH-related disciplines. We distinguish between two main resource types:

  1. Online Tutorials: These tutorials are freely accessible online and can be used either for self-study materials or included in the university curricula or other training programmes. 
  2. Training Materials: These materials may have been developed within the framework of a summer school, university course, event, or European project, shared via a public repository, and made available for others to reuse.

Each entry is described with a consistent set of metadata based on the RDA Minimal Metadata for Learning Resources, including educators' experience with using the infrastructure in teaching and training.

The resources have also been included in the SSH Training Discovery Toolkit, developed in the SSH Open Cloud project to improve the discoverability of training and learning resources. All resources are released under a Creative Common Licence.

If you would like to receive updates about new learning and training resources, please subscribe to our dedicated mailing list for trainers.

To submit a new resource, please use the application form from the Teaching CLARIN Call page. 

 

1. Online Tutorials

This overview provides examples of online tutorials created by lectureres in the CLARIN network, which can be freely accessed on the authors' websites, included in university curricula or used for self-study.

 

Applied Linguistics for Language Professions

Authors: Daniel Perrin, Ursula Stadler Gamsa, Oliver Winkler and many others

ZWAW School of Applied Linguistics, Switzerland

Keywords: language technology, applied linguistics, language professions, artificial intelligence, communication, teaching

 
Author: Tuomo Hiippala
Faculty of Arts, University of Helsinki, Finland
Keywordslanguage technology, digital humanities, tutorial, beginner, spaCy, Stanza, Universal Dependencies, introduction
 
Author: Erik Axelson
Faculty of Arts, University of Helsinki, Finland
Keywords: morphology, weighted finite-state networks, two-level rules, xfst, lexc, twolc
 
Authors: Francesca Frontini, Andrea Bellandi, Valeria Quochi, Monica Monachini, Karlheinz Mörth, Susanne Zhanial, Matej Ďurčo and Anna Woldrich (2022). CLARIN Tools and Resources for Lexicographic Work. Version 1.0.0. DARIAH-Campus. [Training module]. 
 

FAIR-by-Design Training for the CLARIN Community

Authors: Sonja Filiposka, Anastas Mishev, Athina Anastasopoulou, Francesca Frontini, Giulia Pedonese, Iulianna van der Lek

Skills4EOSC project and CLARIN

Keywords: FAIR, Skills4EOSC, training materials

 
Author: Diana Maynard
Faculty of Engineering, University of Sheffield
Keywords: Natural Language Processing, machine learning, GATE, social media analysis, disinformation, online abuse detection, Python, Deep Learning, information extraction, digital humanities, corpus linguistics, annotation
 
Author: Koenraad De Smedt
LLE, University of Bergen, Norway
KeywordsJupyter Notebooks, Python, text processing
 
Author: Mietta Lennes
Faculty of Humanities, University of Helsinki, Finland
Keywords: phonetics, acoustic phonetics, speech analysis, research methods
 

Language and AI

Author: Ayla Rigouts Terryn

KU Leuven Kulak, Belgium

Keywords: language, language models, generative AI, chatbots

 
Authors: Jurgita Vaičenonienė, Jolanta Kovalevskaitė, Erika Rimkutė
Faculty of Humanities, Vytautas Magnus University, Lithuania
Keywords: Lithuanian language, data-driven learning, collocation teaching, collocation learning, translation of collocations
 

PARTHENOS Project Learning Materials

  • Introduction to Research Infrastructures
  • Management Challenges in Research Infrastructures
  • Collaborations of Research Infrastructures
 
Authors: Darja Fiser and Kristina Pahor de Maiti
Faculty of Arts, University of Ljubljana, Slovenia
Keywords: parliamentary proceedings, parliamentary corpora, language and gender, digital humanities
 
Authors: Ajda Pretnar Žagar, Kristina Pahor de MaitiDarja Fišer
Institute of Contemporary History, Ljubljana, Slovenia
Keywords: topic modelling, LDA, parliamentary debates, text mining
 

2. Training Materials

 

Author: Anika Nicolosi and Beatrice Nava
University of Parma, Italy
Keywords: Ancient Greek, fragmentary poetry, textual criticism, text annotation, data science
 
Author: Zuzana Neverilova 
Faculty of Arts, Masaryk University, Czech Republic
Keywords: digital humanities, data-driven research, digital content processing, text processing, image processing, metadata, word embeddings, evaluation, research infrastructures

 

Linguistic Linked Open Data for Humanists

Khan, A. F., Pedonese, G., Mallia, M., Frontini, F., Quochi, V., & Squadrito, E. (2024, July 5). Linguistic Linked Open Data for Humanists. Lisbon Summer School in Linguistics, Lisbon. Zenodo. https://doi.org/10.5281/zenodo.13897931

Keywords: humanities, Semantic Web, linked open data, FAIR language resources, corpora, lexicons

 
Università degli Studi di Parma, Italy
KeywordsNLP, computational linguistics, linguistic annotation, language technology, digital humanities
Author: Silvia Calamai and Rosalba Nodari
Faculty of Languages for Intercultural and Business Communication, University of Siena, Italy
Keywords: legacy data, oral archives, transcription, legal and ethical issues
Authors: Esther Hoorn and Henk van den Heuvel
University of Groningen, the Netherlands
Keywords: GDPR, legacy data, re-use, Data Protection Impact Assessment (DPIA)
 
Authors: Multiple authors from the UPSKILLS Consortium
Keywords: linguistics and language-related programmes, language data science, scientific research, project management, analytical thinking, automatic speech recognition, language data collection, standards and repositories, Python, machine learning, text processing, corpora, language variation
Note: The learning content is available for browsing and download from Moodle. Parts of the learning content are also useful for self-study.
 

Other Educational Resources

CLARIN Computational Notebooks

Computational notebooks (in short notebooks) provide a popular environment for literate programming, especially in education contexts. This also applies to Natural Language Processing ( ). Here is a first overview of how Notebooks have been integrated into CLARIN infrastructure for research and educational purposes. 

Writer's Toolbox

ZWAW Applied Linguistics

Keywords: professional writing, research notes, communication


Learn More

If you are searching for open educational resources on other topics, please consult the SSH Open Marketplace, a discovery platform for tools, services, training materials, datasets, publications and workflows. The marketplace (semi)-automatically harvests the metadata of training materials from three infrastructures: CESSDA, CLARIN and DARIAH.
 
For learning resources in Arts and (Digital) Humanities, see the resources on DARIAH-CAMPUS and DARIAH-TEACH
 
If you are a student seeking a new course or programme in Digital Humanities in Europe or beyond, please browse the Digital Humanities Course Registry. Please note that the course registry does not host open educational resources but contains metadata about digital humanities programmes offered by universities, which require enrollment.