Automatic Grammar Correction of Commas in Czech Written Texts: Comparative Study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3AKN927A9D" target="_blank" >RIV/00216208:11320/23:KN927A9D - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-031-16270-1_10" target="_blank" >http://dx.doi.org/10.1007/978-3-031-16270-1_10</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-031-16270-1_10" target="_blank" >10.1007/978-3-031-16270-1_10</a>
Alternative languages
Result language
angličtina
Original language name
Automatic Grammar Correction of Commas in Czech Written Texts: Comparative Study
Original language description
"The task of grammatical error correction is a widely studied field of natural language processing where the traditional rule-based approaches compete with the machine learning methods. The rule-based approach benefits mainly from a wide knowledge base available for a given language. On the contrary, the transfer learning methods and especially the use of pre-trained Transformers have the ability to be trained from a huge number of texts in a given language. In this paper, we focus on the task of automatic correction of missing commas in Czech written texts and we compare the rule-based approach with the Transformer-based model trained for this task."
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
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
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
"Text, Speech, and Dialogue"
ISBN
978-3-031-16270-1
ISSN
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e-ISSN
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Number of pages
12
Pages from-to
113-124
Publisher name
Springer International Publishing
Place of publication
Cham
Event location
Cham
Event date
Jan 1, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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