2022

• AdaptOr: Objective-Centric Adaptation Framework for Language Models

  ŠTEFÁNIK Michal NOVOTNÝ Vít GROVEROVÁ Nikola SOJKA Petr

  Article in Proceedings

  Proceedings of the 60th Conference of Association of Computational Linguistics, ACL 2022, year: 2022

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

  NOVOTNÝ Vít ŠTEFÁNIK Michal AYETIRAN Eniafe Festus SOJKA Petr ŘEHŮŘEK Radim

  Article in Periodical

  Journal of Universal Computer Science, year: 2022, volume: 28, edition: 2, DOI

2021

• Application of Super-Resolution Models in Optical Character Recognition of Czech Medieval Texts

  BANKOVIČ Mikuláš NOVOTNÝ Vít SOJKA Petr

  Article in Proceedings

  Recent Advances in Slavonic Natural Language Processing (RASLAN 2021), year: 2021

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

  AYETIRAN Eniafe Festus SOJKA Petr NOVOTNÝ Vít

  Article in Periodical

  Knowledge-Based Systems, year: 2021, volume: 2021, edition: 219, DOI

• Ensembling Ten Math Information Retrieval Systems: MIRMU and MSM at ARQMath 2021

  NOVOTNÝ Vít ŠTEFÁNIK Michal LUPTÁK Dávid GELETKA Martin ZELINA Petr SOJKA Petr

  Article in Proceedings

  CEUR Workshop Proceedings, year: 2021

• Interpretable Document Representations for Fast and Accurate Retrieval of Mathematical Information

  NOVOTNÝ Vít

  Article in Proceedings

  SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, year: 2021

• One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages

  NOVOTNÝ Vít AYETIRAN Eniafe Festus BAČOVSKÝ Dalibor LUPTÁK Dávid ŠTEFÁNIK Michal SOJKA Petr

  Article in Proceedings

  Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), year: 2021

• Regressive Ensemble for Machine Translation Quality Evaluation

  ŠTEFÁNIK Michal NOVOTNÝ Vít SOJKA Petr

  Article in Proceedings

  Proceedings of EMNLP 2021 Sixth Conference on Machine Translation (WMT 21), year: 2021

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

  LUPTÁK Dávid NOVOTNÝ Vít ŠTEFÁNIK Michal SOJKA Petr

  Article in Proceedings

  Intelligent Computer Mathematics: 14th International Conference, CICM 2021, Timisoara, Romania, July 26–31, 2021, Proceedings, year: 2021

• When Tesseract Brings Friends: Layout Analysis, Language Identification, and Super-Resolution in the Optical Character Recognition of Medieval Texts

  NOVOTNÝ Vít SEIDLOVÁ Kristýna VRABCOVÁ Tereza HORÁK Aleš

  Article in Proceedings

  Recent Advances in Slavonic Natural Language Processing (RASLAN 2021), year: 2021