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

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

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

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

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

Multilingual Coreference Resolution with Harmonized Annotations

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

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

Latent Tree Language Model

Tomáš Brychcín
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (2016)
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Semantic Analysis | Language Modeling

Latent semantics in language models

Tomáš Brychcín and Miloslav Konopík
Computer Speech & Language (2015)
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Semantic Analysis | Language Modeling

HPS: High precision stemmer

Tomáš Brychcín and Miloslav Konopík
Information Processing & Management (2015)
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Semantic Analysis | Language Modeling

Semantic Features for Dialogue Act Recognition

Pavel Král and Ladislav Lenc and Christophe Cerisara
3rd International Conference on Statistical Language and Speech Processing (SLSP 2015) (2015)
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Semantic Analysis | Language Modeling

Automatic dialogue act recognition with syntactic features

Pavel Král and Christophe Cerisara
Language Resources and Evaluation (2014)
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Semantic Analysis | Language Modeling

Semantic spaces for improving language modeling

Tomáš Brychcín and Miloslav Konopík
Computer Speech & Language (2014)
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Semantic Analysis | Language Modeling

Morphological Based Language Models for Inflectional Languages

Tomáš Brychcín and Miloslav Konopík
Proceedings of IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (2011)
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Language Modeling