Workshop on ``Linguistic knowledge processing with deep learning``

Meeting Dates: 24th May 2022

Venue: Jerusalem, Israel (& online)

Organizer Institution(s):

Local Organizer(s): Chaya Liebeskind, Jerusalem College of Technology, Jerusalem

Organizing committee: Radovan Garabík —  Ľ. Štúr Institute of Linguistics, Slovak Academy of Sciences; Hugo Gonçalo Oliveira — University of Coimbra; Dagmar Gromann — University of Vienna; Chaya Liebeskind — Jerusalem College of Technology, Lev Academic Center; Purificação Silvano — University of Porto; Giedrė Valūnaitė Oleškevičienė — Mykolas Romeris University




Title: Linguistic knowledge processing with deep learning 



24 May 2022, Jerusalem, Israel & online. All times are Israel Summer Time (UTC+3:00)

9:00    Opening

9:10 – 10:00 presentations (20min each + 5min discussion)

9:10    Lucía Pitarch, Lacramioara Dranca, Jorge Bernad and Jorge Gracia del Rio (on site):

Lexico-semantic relation classification with multilingual finetuning

9:35    Denis Mitana, Radovan Garabík (online):

Accuracy of Slovak Language Lemmatization and MSD Tagging – MorphoDiTa and SpaCy

10:00 – 12:45    BATS Translation Task (

10:00    Translation guidelines discussion

10:30    Individual translation

10:45    Coffee break

11:15    Individual translation

12:00     Discussion of the results

12:45    End of the workshop, lunch break

Short description:

European network for Web-centred linguistic data science (NexusLinguarum) invites you to a workshop Linguistic knowledge processing with deep learning, to be held in Jerusalem, Israel and online, on 23 May 2022.

The workshop will focus on linguistic data and on the efficient use of deep learning to comprehend the specificities of linguistic data. Researchers from all fields of natural language processing, corpus linguistics, and computational linguistics are welcome to discuss their work, findings, tools, and applications. Researchers are encouraged to share their ongoing work as well as important findings that have already appeared in the published research.

Relevant topics for the workshop include, but are not limited to, the following areas:

  • Linguistic Knowledge Extraction / Discovery
  • Machine Translation
  • Multilingual linguistic data processing
  • Word Sense Disambiguation and Entity Linking in LLOD
  • Terminology and Knowledge Management


Submissions in the form of extended abstracts will be published in an online book of abstracts.

Each submission will be reviewed by at least 2 members of the Scientific Committee. Papers will be evaluated according to their relevance to the workshop, significance and content.


Important Dates:

  • Submission deadline: 30 March 2022
  • Notification deadline: 23 April 2022
  • Camera ready copies: 7 May 2022
  • Workshop: 24 May 2022


Submission guidelines

Submission type: extended abstracts

Length: max. 2 pages including references

Format: Springer Lecture Notes in Computer Science (LNCS); LaTeX, Overleaf, or MS Word

Registration and participation: free of charge

Submission platform: EasyChair Link here

Scientific committee:

  • Radovan Garabík, Ľ. Štúr Institute of Linguistics, Slovak Academy of Sciences
  • Hugo Gonçalo Oliveira, University of Coimbra
  • Dagmar Gromann, University of Vienna
  • Chaya Liebeskind, Jerusalem College of Technology, Lev Academic Center
  • Purificação Silvano, University of Porto
  • Giedrė Valūnaitė Oleškevičienė, Mykolas Romeris University