Adam Wawrzyński - Publications - Bridge of Knowledge

Adam Wawrzyński

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PhD candidate at Implementation Doctoral School

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Year 2021

Modelowanie ciągów danych z użyciem sieci neuronowych
Publication
- A. Wawrzyński
- Year 2021
Rozdział opisuje problematykę przetwarzania ciągów danych. Opisane zostały typy ciągów danych: dane sekwencyjne, sekwencje czasowe oraz przebiegi czasowe. Przedstawiona została architektura sieci rekurencyj

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Study of Statistical Text Representation Methods for Performance Improvement of a Hierarchical Attention Network
Publication
- A. Wawrzyński
- J. Szymański
- Applied Sciences-Basel - Year 2021
To effectively process textual data, many approaches have been proposed to create text representations. The transformation of a text into a form of numbers that can be computed using computers is crucial for further applications in downstream tasks such as document classification, document summarization, and so forth. In our work, we study the quality of text representations using statistical methods and compare them to approaches...

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