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RobeCzech Base
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Abstract:
RobeCzech is a monolingual RoBERTa language representation model trained on Czech data. RoBERTa is a robustly optimized Transformer-based pretraining approach. We show that RobeCzech considerably outperforms equally-sized multilingual and Czech-trained contextualized language representation models, surpasses current state of the art in all five evaluated NLP tasks and reaches state-of-theart results in four of them. The RobeCzech model is released publicly at https://hdl.handle.net/11234/1-3691 and https://huggingface.co/ufal/robeczech-base, both for PyTorch and TensorFlow.
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Keyword:
BERT; Czech; Czech language; RoBERTa
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URL: http://hdl.handle.net/11234/1-3691
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Czech HS Contracts Dataset (CHSC) 1.0
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Szabó, Adam; Straka, Milan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021
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Multilingual comparable corpora of parliamentary debates ParlaMint 2.1
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Linguistically annotated multilingual comparable corpora of parliamentary debates ParlaMint.ana 2.1
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Linguistically annotated multilingual comparable corpora of parliamentary debates ParlaMint.ana 2.0
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Multilingual comparable corpora of parliamentary debates ParlaMint 2.0
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WALS Online Resources for Czech
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: Max Planck Institute for Evolutionary Anthropology, 2021
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РЕАЛИИ В РОМАНЕ М. А. БУЛГАКОВА «БЕЛАЯ ГВАРДИЯ» И ИХ ОТРАЖЕНИЕ В ПЕРЕВОДЕ НА ЧЕШСКИЙ ЯЗЫК ... : CULTURE-SPECIFIC TERMS IN M. A. BULGAKOV’S THE WHITE GUARD AND THEIR TRANSLATION INTO CZECH ...
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The New Testament translation by Martin Lupáč (ca. 1450): Questions of language and authorship ; Новый Завет в переводе Мартина Лупача (ок. 1450): Вопросы авторства и стиля
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In: Slověne = Словѣне. International Journal of Slavic Studies; Vol 10, No 2 (2021); 41-75 ; 2305-6754 ; 2304-0785 (2021)
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Old Czech anděl ‘angel’: a Loanword from Old Church Slavonic or from Latin? ; Старочешское anděl ‘ангел’: заимствование из старославянского языка или из латыни?
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In: Slověne = Словѣне. International Journal of Slavic Studies; Vol 10, No 2 (2021); 7-21 ; 2305-6754 ; 2304-0785 (2021)
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Glottolog 4.4 Resources for Czech Sign Language
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: Max Planck Institute for Evolutionary Anthropology, 2021
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Glottolog 4.4 Resources for Czech
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: Max Planck Institute for Evolutionary Anthropology, 2021
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Overabundance and inflectional classification: Quantitative evidence from Czech
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In: Glossa: a journal of general linguistics; Vol 6, No 1 (2021); 88 ; 2397-1835 (2021)
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Agreement attraction in comprehension in Czech: Experiment 4 ...
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