NLP group | Neural networks

Neural networks

Artificial neural networks are computing systems inspired by the biological neural networks that constitute animal brains. Such systems learn to do tasks by considering examples, generally without task-specific programming.

Publications

Ladislav Lenc and Jiří Martínek and Pavel Král
Tools for Semi-automatic Preparation of Training Data for OCR
Artificial Intelligence Applications and Innovations (2019)
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Neural networks

Jiří Martínek and Ladislav Lenc and Pavel Král
Semantic Space Transformations for Cross-Lingual Document Classification
27th International Conference on Artificial Neural Networks (ICANN 2018) (2018)
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Document classification | Semantic analysis | Neural networks

Jiří Martínek and Ladislav Lenc and Pavel Král
Neural networks for multi-lingual multi-label document classification
27th International Conference on Artificial Neural Networks (ICANN 2018) (2018)
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Document classification | Neural networks

Ladislav Lenc and Pavel Král
Deep Neural Networks for Czech Multi-label Document Classification
Computational Linguistics and Intelligent Text Processing (2018)
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Document classification | Neural networks

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