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Bc. Šárka Ščavnická

Master's thesis

Multimodal Document Understanding through Visual Question Answering

Multimodal Document Understanding through Visual Question Answering
Abstract:
Služby na spracovania dokumentov sú čoraz populárnejšie vo viacerých odvetviach, čo vedie k rastúcemu počtu výskumov použitia umelej inteligencie pri spracovaní dokumentov, táto oblasť je známa ako Document Intelligence. Táto práca sa zameriava na zodpovedanie otázok, ktoré sa týkajú dokumentov a ich vizuálnej stránky, skrátene známe pod pojmom DVQA (document visual question answering). Ide o podoblasť …more
Abstract:
Applications of document processing become increasingly popular across multiple industries, resulting in a growing amount of research on the applications of artificial intelligence in document processing, known as Document Intelligence. This paper focuses on Document Visual Question Answering, shortly known as DVQA, a subtask of Document Intelligence that is gaining attention for its universality. …more
 

Keywords

Document Intelligence Question Answering Visual Question Answering Document Visual Question Answering Czech Invoice Visual Question Answering Dataset
 
Language used: English
Date on which the thesis was submitted / produced: 15. 12. 2023
Identifier: https://is.muni.cz/th/wotad/

Thesis defence

  • Date of defence: 8. 2. 2024
  • Supervisor: Mgr. Michal Štefánik
  • Reader: Edoardo Signoroni

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