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Autor:
Straka, Milan, Straková, Jana
We present an open-source web service for Czech morphosyntactic analysis. The system combines a deep learning model with rescoring by a high-precision morphological dictionary at inference time. We show that our hybrid method surpasses two competitiv
Externí odkaz:
http://arxiv.org/abs/2406.12422
Autor:
Vonášek, Josef, Straka, Milan, Krč, Rostislav, Lasoňová, Lenka, Egorova, Ekaterina, Straková, Jana, Náplava, Jakub
We present CWRCzech, Click Web Ranking dataset for Czech, a 100M query-document Czech click dataset for relevance ranking with user behavior data collected from search engine logs of Seznam$.$cz. To the best of our knowledge, CWRCzech is the largest
Externí odkaz:
http://arxiv.org/abs/2405.20994
Publikováno v:
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 12455-12466
We focus on morphological inflection in out-of-vocabulary (OOV) conditions, an under-researched subtask in which state-of-the-art systems usually are less effective. We developed three systems: a retrograde model and two sequence-to-sequence (seq2seq
Externí odkaz:
http://arxiv.org/abs/2404.08974
We present LatinPipe, the winning submission to the EvaLatin 2024 Dependency Parsing shared task. Our system consists of a fine-tuned concatenation of base and large pre-trained LMs, with a dot-product attention head for parsing and softmax classific
Externí odkaz:
http://arxiv.org/abs/2404.05839
Autor:
Veronika Niščáková, Alexandra Gubóová, Ondrej Petruš, Haojie Fei, Miroslav Almáši, Andrea Straková Fedorková
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract With the rising demand for electricity storage devices, the performance requirements for such equipment have become increasingly stringent. Lithium-sulfur (Li-S) batteries are poised to be among the next generation of energy storage systems.
Externí odkaz:
https://doaj.org/article/30754bf8946f434baf7e8bd1eaf46708
Publikováno v:
Entrepreneurship and Sustainability Issues, Vol 12, Iss 1, Pp 138-151 (2024)
The main aim of this article is to identify the evolution of the importance of supplier-customer relations in the period of crisis and the factors influencing the change of this importance. The research question was answered by testing a total of 6 h
Externí odkaz:
https://doaj.org/article/226c03a2c3f143cba1b57f58841bcfe4
In this project, we have investigated the use of advanced machine learning methods, specifically fine-tuned large language models, for pre-annotating data for a lexical extension task, namely adding descriptive words (verbs) to an existing (but incom
Externí odkaz:
http://arxiv.org/abs/2306.02130
Autor:
Michal Frelich, Peter Sklienka, Tereza Romanová, Simona Němcová, Markéta Bílená, Hana Straková, Karolína Lečbychová, Ondřej Jor, Martin Formánek, Filip Burša
Publikováno v:
BMC Anesthesiology, Vol 24, Iss 1, Pp 1-7 (2024)
Abstract Background Postoperative nausea and vomiting (PONV) is a significant problem following paediatric surgery, and volatile anaesthetics are an important cause of this phenomenon. BIS-guided anaesthesia, by reducing the consumption of anaestheti
Externí odkaz:
https://doaj.org/article/ecb30e5a8d34462aaf0948d1da8d68bb
Autor:
Štefanič Pavol, Straková Zuzana
Publikováno v:
Slovak Journal of Civil Engineering, Vol 32, Iss 2, Pp 21-26 (2024)
Facilities for children and young people should be established in a healthy environment that is protected from external health-damaging factors, such as noise, air pollution, and negative educational influences. A school building should also be a saf
Externí odkaz:
https://doaj.org/article/1b4521fa33ae4bd9a9f1a4e388b6b7eb