Multilingual Base Word Recognition in Derivation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10511592" target="_blank" >RIV/00216208:11320/25:10511592 - isvavai.cz</a>
Result on the web
<a href="https://events.unifr.ch/derimo2025/en/assets/public/files/derimo_2025_proceedings.pdf" target="_blank" >https://events.unifr.ch/derimo2025/en/assets/public/files/derimo_2025_proceedings.pdf</a>
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
Multilingual Base Word Recognition in Derivation
Original language description
Given the scarcity of reliable derivational resources and the time- and work-consuming nature of their manual creation, reliable automatic recognition of base words is an important task. We have conducted to our knowledge the most extensive multilingual experiment on the task, using 28 datasets from the Universal Derivations project for a total of 20 languages. Our neural networks (mostly using the Transformer architecture) have achieved state-of-the-art results in both base word generation and base word recognition.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of Fifth International Workshop on Resources and Tools for Derivational Morphology
ISBN
978-2-8399-4786-2
ISSN
—
e-ISSN
—
Number of pages
10
Pages from-to
27-36
Publisher name
University of Fribourg
Place of publication
Fribourg, Switzerland
Event location
Fribourg, Switzerland
Event date
Sep 4, 2025
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
—