A Neural NLP toolkit for Greek
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10427031" target="_blank" >RIV/00216208:11320/20:10427031 - isvavai.cz</a>
Result on the web
<a href="https://dl.acm.org/doi/10.1145/3411408.3411430" target="_blank" >https://dl.acm.org/doi/10.1145/3411408.3411430</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Neural NLP toolkit for Greek
Original language description
We present a neural NLP toolkit for Greek, currently integrating modules for POS tagging, lemmatization, dependency parsing and text classification. The toolkit is based on language resources including web crawled corpora, word embeddings, large lexica, and corpora manually annotated at different levels of linguistic analysis. We show how we integrate these diverse resources in the development of the toolkit, achieving high accuracies on held-out evaluation data for each module.
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů