A Fuzzy Approach to Language Universals for NLP
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F21%3AA2202C4A" target="_blank" >RIV/61988987:17610/21:A2202C4A - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/9494516" target="_blank" >https://ieeexplore.ieee.org/document/9494516</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/FUZZ45933.2021.9494516" target="_blank" >10.1109/FUZZ45933.2021.9494516</a>
Alternative languages
Result language
angličtina
Original language name
A Fuzzy Approach to Language Universals for NLP
Original language description
One of the currently biggest challenges in NLP is to develop multilingual language technology. Lack of data in low-resources languages poses great difficulty to NLP researchers and limits NLP technology's availability to a small number of resource-rich languages. It has been shown that linguistic typology and the knowledge of language universals can help NLP in the development of multilingual resources. To contribute to this research area, we present a fuzzy approach to language universals. Our proposal combines a constraint-based formalism with fuzzy logic to define a fuzzy-gradient model to characterize linguistic universals. This model will allow us to evaluate linguistic universals and to define a universal grammar. This universal grammar will be integrated into an automatic technique to infer from linguistic data the particular grammar of any understudied natural language.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10102 - Applied mathematics
Result continuities
Project
<a href="/en/project/EF18_053%2F0017856" target="_blank" >EF18_053/0017856: Strengthening the university's scientific capacities II</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
ISBN
978-1-6654-4407-1
ISSN
1558-4739
e-ISSN
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Number of pages
6
Pages from-to
1-6
Publisher name
IEEE
Place of publication
Luxembourg
Event location
Luxembourg
Event date
Jul 14, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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