NLP group

Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?

Michal Novak and Miloslav Konopík and Anna Nedoluzhko and Martin Popel and Ondřej Pražák and Jakub Sido and Zdenek Žabokrtský
Proceedings of the Eighth Workshop on Computational Models of Reference, Anaphora and Coreference (2025)
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Semantic Analysis | Artificial Intelligence

Abilities of Contrastive Soft Prompting for Open Domain Rhetorical Question Detection

Josef Baloun and Jiří Martínek and Christophe Cerisara and Pavel Král
Computing and Informatics (2025)
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Semantic Analysis | Neural Networks | Artificial Intelligence

Enhancing Masked Language Modeling in BERT Models Using Pretrained Static Embeddings

Adam Mištera and Pavel Král
International Conference on Text, Speech, and Dialogue (2025)
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Semantic Analysis | Neural Networks | Artificial Intelligence

Historical Map Understanding Using End-to-end Methods

Ladislav Lenc and Jiří Martínek and Pavel Král
Artificial Intelligence Applications and Innovations (2025)
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Image Processing | Artificial Intelligence

Fine-Tuned Llama for Multilingual Text-to-Text Coreference Resolution

Jakub Hejman and Ondřej Pražák and Miloslav Konopík
Proceedings of the Eighth Workshop on Computational Models of Reference, Anaphora and Coreference (2025)
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Semantic Analysis | Neural Networks | Artificial Intelligence

UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval

Ladislav Lenc and Jiří Martínek and Jakub Šmíd and Pavel Král
Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025) (2025)
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Neural Networks | Artificial Intelligence

Large Language Models for Czech Aspect-Based Sentiment Analysis

Jakub Šmíd and Pavel Přibáň and Pavel Král
28th International Conference, TSD 2025, Erlangen, Germany, August 25–28, 2025, Proceedings, Part II (2025)
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Sentiment Analysis | Neural Networks | Artificial Intelligence

Few-shot Cross-lingual Aspect-Based Sentiment Analysis with Sequence-to-Sequence Models

Jakub Šmíd and Pavel Přibáň and Pavel Král
28th International Conference, TSD 2025, Erlangen, Germany, August 25–28, 2025, Proceedings, Part II (2025)
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Sentiment Analysis | Neural Networks | Artificial Intelligence

LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation

Jakub Šmíd and Pavel Přibáň and Pavel Král
63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2025)
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Sentiment Analysis | Neural Networks | Artificial Intelligence

On self-supervision in historical handwritten document segmentation

Josef Baloun and Martin Prantl and Ladislav Lenc and Jiří Martínek and Pavel Král
International Journal on Document Analysis and Recognition (IJDAR) (2025)
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Image Processing | Artificial Intelligence

Heimatkunde: Dataset for Multi-Modal Historical Document Analysis

Josef Baloun and Ladislav Lenc and Jiří Martínek and Pavel Král
ICAART (2024)
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Neural Networks | Image Processing | Artificial Intelligence

Findings of the Third Shared Task on Multilingual Coreference Resolution

Michal Novak and Miloslav Konopík and Ondřej Pražák and Martin Popel and Jakub Sido
Proceedings of the Seventh Workshop on Computational Models of Reference, Anaphora and Coreference (2024)
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Semantic Analysis | Neural Networks | Artificial Intelligence

End-to-end Multilingual Coreference Resolution with Headword Mention Representation

Ondřej Pražák and Miloslav Konopík
Proceedings of the Seventh Workshop on Computational Models of Reference, Anaphora and Coreference (2024)
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Semantic Analysis | Neural Networks | Artificial Intelligence

Using adaptive neural networks for optimising discrete event simulation

Josef Baloun and Ladislav Lenc
International Journal of Simulation Modelling (IJSIMM) (2024)
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Neural Networks | Artificial Intelligence

ElectroCardioGuard: Preventing patient misidentification in electrocardiogram databases through neural networks

Jakub Sido
Knowledge-Based Systems (2023)
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Neural Networks | Artificial Intelligence