RNDr. Vít Novotný, Ph.D.
Researcher, Department of Machine Learning and Data Processing
Correspondence Address:
Botanická 554/68a, 602 00 Brno
Total number of publications: 39
2022
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AdaptOr: Objective-Centric Adaptation Framework for Language Models
Proceedings of the 60th Conference of Association of Computational Linguistics, ACL 2022, year: 2022
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When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting
Journal of Universal Computer Science, year: 2022, volume: 28, edition: 2, DOI
2021
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Application of Super-Resolution Models in Optical Character Recognition of Czech Medieval Texts
Recent Advances in Slavonic Natural Language Processing (RASLAN 2021), year: 2021
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EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk
Knowledge-Based Systems, year: 2021, volume: 2021, edition: 219, DOI
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Ensembling Ten Math Information Retrieval Systems: MIRMU and MSM at ARQMath 2021
CEUR Workshop Proceedings, year: 2021
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Interpretable Document Representations for Fast and Accurate Retrieval of Mathematical Information
SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, year: 2021
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One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), year: 2021
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Regressive Ensemble for Machine Translation Quality Evaluation
Proceedings of EMNLP 2021 Sixth Conference on Machine Translation (WMT 21), year: 2021
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WebMIaS on Docker: Deploying Math-Aware Search in a Single Line of Code
Intelligent Computer Mathematics: 14th International Conference, CICM 2021, Timisoara, Romania, July 26–31, 2021, Proceedings, year: 2021
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When Tesseract Brings Friends: Layout Analysis, Language Identification, and Super-Resolution in the Optical Character Recognition of Medieval Texts
Recent Advances in Slavonic Natural Language Processing (RASLAN 2021), year: 2021