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Petr Sojka

Faculty of Informatics Masaryk University

Soft Alignment Objectives for Robust Adaptation in Machine Translation


Nov 29, 2022
Michal Štefánik, Marek Kadlčík, Petr Sojka

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Interpretable Gait Recognition by Granger Causality


Jun 15, 2022
Michal Balazia, Katerina Hlavackova-Schindler, Petr Sojka, Claudia Plant

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* Preprint. Full paper accepted at the IEEE/IAPR International Conference on Pattern Recognition (ICPR), Montreal, Canada, Aug 2022. 7 pages 

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Adapt$\mathcal{O}$r: Objective-Centric Adaptation Framework for Language Models


Mar 08, 2022
Michal Štefánik, Vít Novotný, Nikola Groverová, Petr Sojka

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* 60th Annual Meeting of the ACL (ACL 2022): System Demonstrations paper 

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Towards Math-Aware Automated Classification and Similarity Search of Scientific Publications: Methods of Mathematical Content Representations


Oct 08, 2021
Michal RĹŻĹľiÄŤka, Petr Sojka

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Regressive Ensemble for Machine Translation Quality Evaluation


Sep 15, 2021
Michal Štefánik, Vít Novotný, Petr Sojka

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* 8 pages incl. references, Proceedings of EMNLP 2021 Sixth Conference on Machine Translation (WMT 21) 

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WebMIaS on Docker: Deploying Math-Aware Search in a Single Line of Code


Jun 01, 2021
Dávid Lupták, Vít Novotný, Michal Štefánik, Petr Sojka

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* Accepted to be published in: Intelligent Computer Mathematics 14th International Conference, CICM 2021, Timisoara, Romania, July 26--31, 2021, Proceedings, Fairouz Kamareddine and Claudio Sacerdotti-Coen (eds.), Lecture Notes in Artificial Intelligence, Springer, Cham, 2021 

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When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting


Apr 21, 2021
Vít Novotný, Michal Štefánik, Eniafe Festus Ayetiran, Petr Sojka

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EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses


Feb 27, 2021
Eniafe Festus Ayetiran, Petr Sojka, VĂ­t NovotnĂ˝

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* Knowledge-Based Systems. 219 (2021) 106902 

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One Size Does Not Fit All: Finding the Optimal N-gram Sizes for FastText Models across Languages


Feb 04, 2021
Vít Novotný, Eniafe Festus Ayetiran, Dávid Lupták, Michal Štefánik, Petr Sojka

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