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A Multi-task Learning Approach to Text Simplification
Communications in Computer and Information Science. 2021. Vol. 1357. P. 78–89.
Дмитриева А. А., Tiedemann J.
Дмитриева А. А., Лапошина А. Н., Лебедева М. Ю., Frontiers in Psychology 2021
Added: September 17, 2026
Ryumina E., Aksenov A., Koryakovskaya D. et al., Machine Learning and Knowledge Extraction 2026 No. 8 P. 1–41
The growing demand for personalized human-computer interaction calls for methods that jointly model emotional states and personality traits. However, large-scale multimodal corpora annotated for both tasks are still lacking. This challenge stems from integrating diverse, task-specific corpora with divergent modality informativeness and domain characteristics. To address it, we propose SSL-MEPR, a semi-supervised multi-task cross-domain learning ...
Added: February 27, 2026
Tikhonova M., Fenogenova A., , in: Компьютерная лингвистика и интеллектуальные технологии: По материалам ежегодной международной конференции «Диалог». Вып. 22.Вып. 22.: [б.и.], 2023. P. 507–516.
Added: September 22, 2023
Many heads but one brain: FusionBrain – a single multimodal multitask architecture and a competition
D. D. Bakshandaeva, Dimitrov D. V., Arkhipkin V. S. et al., Computer Optics 2023 Vol. 47 No. 1 P. 185–195
Supporting the current trend in the AI community, we present the AI Journey 2021 Challenge called FusionBrain, the first competition which is targeted to make a universal architecture which could process different modalities (in this case, images, texts, and code) and solve multiple tasks for vision and language. The FusionBrain Challenge combines the following specific tasks: Code2code ...
Added: June 13, 2023
Lausanne: Frontiers Media S.A., 2022.
Text complexity assessment is one of the urgent problems of our time. Many modern texts, including classroom books and legislative acts, prove to be too difficult and as such cannot cater to readers’ needs. This also applies to legal, financial, banking documents. Although the first methods of measuring text complexity were suggested over 70 years ...
Added: October 31, 2022
Mistryukova L., Derkach D., Hushchyn M. et al., Springer, 2022.
Methods of Stokes profile inversion based on spectral polarization analysis represent a powerful tool for obtaining information on magnetic and thermodynamic properties in the solar atmosphere. However, these methods involve solving the radiation transport equation. Over the past decades, several approaches have been developed to provide an analytical solution to the inverse problem, but despite ...
Added: October 28, 2022
Savchenko A., / Series Computer Science "arxiv.org". 2022.
In this paper, we present the results of the HSE-NN team in the 4th competition on Affective Behavior Analysis in-the-wild (ABAW). The novel multi-task EfficientNet model is trained for simultaneous recognition of facial expressions and prediction of valence and arousal on static photos. The resulting MT-EmotiEffNet extracts visual features that are fed into simple feed-forward ...
Added: October 21, 2022
Overview of SimpleText 2021 - CLEF Workshop on Text Simplification for Scientific Information Access
Ermakova L., Bellot P., Braslavski P. et al., , in: Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21–24, 2021, Proceedings.: Springer, 2021. P. 432–449.
Added: September 28, 2021
Sakhovskiy A., Izhevskaia A., Pestova A. et al., , in: Computational Linguistics and Intellectual Technologies: Papers from the Annual International Conference “Dialogue” (2021)Issue 20: Основной том.: -, 2021. Ch. 161 P. 607–617.
Added: September 27, 2021
Ermakova L., Bellot P., Braslavski P. et al., , in: Advances in Information Retrieval. 43rd European Conference on IR Research* 2. Vol. 12657.: Springer, 2021. P. 583–592.
Added: July 23, 2021
Gordeev D., Davletov A., Rey A. et al., , in: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation.: COLING, 2020. P. 45–49.
In this paper, we describe the results of team LIORI at the FinCausal 2020 Shared task held as a part of the 1st Joint Workshop on Financial Narrative Processing and MultiLingual Financial Summarisation. The shared task consisted of two subtasks: classifying whether a sentence contains any causality and labelling phrases that indicate causes and consequences. ...
Added: December 7, 2020
Davletov A., Nikolay Arefyev, Shatilov A. et al., , in: Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval-2020).: Association for Computational Linguistics, 2020. P. 487–493.
This paper describes our approach to “DeftEval: Extracting Definitions from Free Text in Textbooks” competition held as a part of Semeval 2020. The task was devoted to finding and labeling definitions in texts. DeftEval was split into three subtasks: sentence classification, sequence labeling and relation classification. Our solution ranked 5th in the first subtask and ...
Added: December 7, 2020
Kokovin S. G., Nahata B., Zhelobodko E., / NRU Higher School of Economics. Series WP BRP "Economics/EC". 2014. No. WP BRP 83/EC/2014.
This article describes ways to use original texts in the National Russian Corpus as well as news texts for teaching Russian as a foreign language. Two-year work of a scientific group of Higher School of Economics (Nizhny Novgorod-Moscow), which is called CorpLings is analyzed. Special attention is paid to the basic principles of research part ...
Added: December 17, 2014