NLP group

Towards Automatic Medical Report Classification in Czech

Pavel Přibáň and Josef Baloun and Jiří Martínek and Ladislav Lenc and Pavel Král
15th International Conference on Agents and Artificial Intelligence (ICAART 2023) (2023)
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Language Modeling | Document Classification | Neural Networks

Slav-NER: the 4th Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages

Pavel Přibáň and Josef Steinberger
BSNLP (2023)
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Neural Networks | Named Entity Recognition

Improving Aspect-Based Sentiment with End-to-End Semantic Role Labeling Model

Pavel Přibáň and Ondřej Pražák
RANLP (2023)
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FCN-Boosted Historical Map Segmentation with Little Training Data

Josef Baloun and Ladislav Lenc and Pavel Král
ICDAR (2023)
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Neural Networks | Image Processing

Towards Historical Map Analysis Using Deep Learning Techniques

Ladislav Lenc and Josef Baloun and Jiří Martínek and Ladislav Lenc
AIAI (2023)
Neural Networks | Image Processing

Well-calibrated confidence measures for multi-label text classification with a large number of labels

Lysimachos Maltoudoglou and Andreas Paisios and Ladislav Lenc and Jiří Martínek and Pavel Král and Harris Papadopoulos
Pattern Recognition (2022)
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Document Classification | Neural Networks

Robust Grid Detection in Historical Map Images

Josef Baloun and Ladislav Lenc and Pavel Král
2022 IEEE International Conference on Image Processing (ICIP) (2022)
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Image Processing

Historical Map Toponym Extraction for Efficient Information Retrieval

Ladislav Lenc and Jiří Martínek and Josef Baloun and Martin Prantl and Pavel Král
15th IAPR International Workshop on Document Analysis Systems (2022)
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Neural Networks | Image Processing

Text Line Segmentation in Historical Newspapers

Ladislav Lenc and Jiří Martínek and Pavel Král
21th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2022) (2022)
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Neural Networks | Image Processing

How to Segment Handwritten Historical Chronicles Using Fully Convolutional Networks?

Josef Baloun and Pavel Král and Ladislav Lenc
Agents and Artificial Intelligence, Revised Selected Papers, 13th International Conference, ICAART 2021 (2022)
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Neural Networks | Image Processing

Weak supervision for Question Type Detection with large language models

Jiří Martínek and Christophe Cerisara and Pavel Král and Ladislav Lenc and Josef Baloun
Interspeech (2022)
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Language Modeling | Dialogue Act Recognition | Neural Networks

Linear Transformations for Cross-lingual Sentiment Analysis

Pavel Přibáň and Jakub Šmíd and Pavel Král
TSD (2022)
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Sentiment Analysis | Neural Networks

Czech Dataset for Cross-lingual Subjectivity Classification

Pavel Přibáň and Josef Steinberger
LREC (2022)
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Sentiment Analysis | Neural Networks

MQDD: Pre-training of Multimodal Question Duplicity Detection for Software Engineering Domain

Jan Pašek and Jakub Sido and Miloslav Konopík and Ondřej Pražák
RANLP (2022)
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Language Modeling | Neural Networks

Evaluating Attribution Methods for Explainable NLP with Transformers

Vojtěch Bartička and Ondřej Pražák and Miloslav Konopík and Jakub Sido
TSD (2022)
Language Modeling | Neural Networks

Findings of the shared task on multilingual coreference resolution

Zdenek Žabokrtský and Miloslav Konopík and Anna Nedoluzhko and Michal Novak and Maciej Ogrodniczuk and Martin Popel and Ondřej Pražák and Jakub Sido and Daniel Zeman and Yilun Zhu
CRAC (2022)
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Neural Networks

End-to-end Multilingual Coreference Resolution with Mention Head Prediction

Ondřej Pražák and Miloslav Konopík
CRAC (2022)
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CompareWords: Measuring semantic change in word usage in different corpora

Stephen Taylor and Pavel Přibáň and Ondřej Pražák
Software Impacts (2021)
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Dialogue Act Recognition Using Visual Information

Jiří Martínek and Pavel Král and Ladislav Lenc
International Conference on Document Analysis and Recognition - ICDAR 2021 (2021)
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Dialogue Act Recognition | Neural Networks | Image Processing

Border Detection for Seamless Connection of Historical Cadastral Maps

Ladislav Lenc and Martin Prantl and Jiří Martínek and Pavel Král
16th International Conference on Document Analysis and Recognition (ICDAR 2021) - Workshop on Graphics Recognition (GREC) (2021)
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Neural Networks | Image Processing

ICDAR 2021 Competition on Historical Map Segmentation

Josef Baloun and Ladislav Lenc and Pavel Král
ICDAR 2021 (2021)
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Neural Networks | Image Processing

Transfer learning for Czech Historical Named Entity Recognition

Helena Hubková and Pavel Král
Recent Advances in Natural Language Processing (2021)
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Neural Networks | Named Entity Recognition

Evaluation Datasets for Cross-lingual Semantic Textual Similarity

Tomáš Hercig and Pavel Král
Recent Advances in Natural Language Processing (2021)
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Semantic Analysis | Neural Networks

Cross-Lingual Approaches for Task-Specific Dialogue Act Recognition

Jiří Martínek and Christophe Cerisara and Pavel Král and Ladislav Lenc
17th International Conference on Artificial Intelligence Applications and Innovations (2021)
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Dialogue Act Recognition | Neural Networks

ChronSeg: Novel Dataset for Segmentation of Handwritten Historical Chronicles

Josef Baloun and Pavel Král and Ladislav Lenc
13th International Conference on Agents and Artificial Intelligence (2021)
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Neural Networks | Image Processing

Czert – Czech BERT-like Model for Language Representation

Jakub Sido and Ondřej Pražák and Pavel Přibáň and Miloslav Konopík
RANLP (2021)
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Language Modeling | Sentiment Analysis | Document Classification | Named Entity Recognition

Are the Multilingual Models Better? Improving Czech Sentiment with Transformers

Pavel Přibáň and Josef Steinberger
RANLP (2021)
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Language Modeling | Sentiment Analysis

Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages

Pavel Přibáň and Josef Steinberger
BSNLP (2021)
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Neural Networks | Named Entity Recognition

UWB@ DIACR-ita: Lexical semantic change detection with CCA and orthogonal transformation

Ondřej Pražák and Pavel Přibáň and Stephen Taylor
DIACR-Ita (2021)
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Semantic Analysis | Neural Networks

Multilingual Coreference Resolution with Harmonized Annotations

Ondřej Pražák and Miloslav Konopík and Jakub Sido
RANLP (2021)
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Language Modeling | Neural Networks

On Injecting Entropy-Like Features into Deep Neural Networks for Content Relevance Assessment

Jakub Sido and Ondřej Pražák and Miloslav Konopík
TPNC (2021)
Neural Networks

Socially Responsible Virtual Assistant for Privacy Protection: Implementing Trustworthy AI

Alžběta Krausová and Miloslav Konopík and Ondřej Pražák and Jakub Sido and Veronika Žolnerčíková and Václav Moravec and Jaromír Volek
ICAIL (2021)
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Neural Networks