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September 7, 2026
Biologists Discover 'Molecular Fingerprint' of Preeclampsia
Researchers at HSE University employed a new method to model hypoxia in placental cells during pregnancies complicated by preeclampsia and identified molecular markers of tissue hypoxia. Since hypoxia is one of the key mechanisms underlying preeclampsia, these findings are important for a more accurate and timely diagnosis of the disease and for the development of effective treatment methods. The paper has been published in Placenta.
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‘Speech, Facial Expressions, and Gestures Cannot Lie
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September 4, 2026
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Text collections for evaluation of Russian morphological taggers

Jazykovedny Casopis. 2017. Vol. 68. No. 2. P. 258–267.
Lyashevskaya O., Bocharov V., Sorokin A., Shavrina T., Granovsky D., Alexeeva S.

The paper describes the preparation and development of the text collections within the framework of MorphoRuEval-2017 shared task, an evaluation campaign designed to stimulate development of the automatic morphological processing technologies for Russian. The main challenge for the organizers was to standardize all available Russian corpora with the manually verified high-quality tagging to a single format (Universal Dependencies CONLL-U). The sources of the data were the disambiguated subcorpus of the Russian National Corpus, SynTagRus, OpenCorpora.org data and GICR corpus with the resolved homonymy, all exhibiting different tagsets, rules for lemmatization, pipeline architecture, technical solutions and error systematicity. The collections includes both normative texts (the news and modern literature) and more informal discourse (social media and spoken data), the texts are available under CC BY-NC-SA 3.0 license.

Research target: Computer Science Philology and Linguistics
Priority areas: humanitarian
Language: English
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DOI
Text on another site
Keywords: natural language processingлексико-грамматическая разметкакорпуса языкаmorphological tagginguniversal dependenciesуниверсальные зависимостиtext collectionshared taskRussian corporaтекстовые коллекцииоценка автоматических методов обработки текста
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