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

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)
BibTex | PDF
Semantic analysis | 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)
BibTex | PDF
Document classification | 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)
BibTex | PDF
Document classification | Neural networks

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