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of 16
pro vyhledávání: '"Pylypenko, Daria"'
Recent work has shown evidence of 'Clever Hans' behavior in high-performance neural translationese classifiers, where BERT-based classifiers capitalize on spurious correlations, in particular topic information, between data and target classification
Externí odkaz:
http://arxiv.org/abs/2308.13170
Recent work has shown that neural feature- and representation-learning, e.g. BERT, achieves superior performance over traditional manual feature engineering based approaches, with e.g. SVMs, in translationese classification tasks. Previous research d
Externí odkaz:
http://arxiv.org/abs/2210.13391
Autor:
Pylypenko, Daria, Amponsah-Kaakyire, Kwabena, Chowdhury, Koel Dutta, van Genabith, Josef, España-Bonet, Cristina
Traditional hand-crafted linguistically-informed features have often been used for distinguishing between translated and original non-translated texts. By contrast, to date, neural architectures without manual feature engineering have been less explo
Externí odkaz:
http://arxiv.org/abs/2109.07604
Autor:
Zouhar, Vilém, Pylypenko, Daria
The most common tools for word-alignment rely on a large amount of parallel sentences, which are then usually processed according to one of the IBM model algorithms. The training data is, however, the same as for machine translation (MT) systems, esp
Externí odkaz:
http://arxiv.org/abs/2103.17250
Autor:
Krasnopolsky, Yuriy1, Pylypenko, Daria1,2 pdmforwork@gmail.com
Publikováno v:
Journal of Microbiology, Biotechnology & Food Sciences. Apr/May2023, Vol. 12 Issue 5, p1-4. 4p.
Autor:
Krasnopolsky, Yuriy, Pylypenko, Daria
Publikováno v:
Pharmakeftiki; Jul-Sep2024, Vol. 36 Issue 3, p10-32, 23p
Autor:
Zouhar, Vil��m, Pylypenko, Daria
Publikováno v:
Prague Bulletin of Mathematical Linguistics. 116:43-61
The most common tools for word-alignment rely on a large amount of parallel sentences, which are then usually processed according to one of the IBM model algorithms. The training data is, however, the same as for machine translation (MT) systems, esp
Autor:
KRASNOPOLSKY, YURIY, PYLYPENKO, DARIA
Publikováno v:
Biotechnologia; 2022, Vol. 103 Issue 4, p409-423, 15p
Nanobiotechnological obtaining of liposomal forms of antioxidant preparations based on bioflavonoids
Publikováno v:
ScienceRise: Pharmaceutical Science; № 6 (22) (2019); 11-15
Most pathological conditions are accompanied by lipid peroxidation and accumulation of oxidative stress products. The antioxidant action of natural hydrophobic compounds, such as quercetin, ubiquinone, curcumin, vitamin E, etc. is established. It is
Publikováno v:
Biotechnologia; 2020, Vol. 101 Issue 4, p273-282, 10p