My project at CTU FEE on theme

Multilingual semantic similarity [PDF]

Abstract

In certain foreign languages, a common issue arises when individuals incorrectly write words by omitting diacritics or altering letters. This problem is prevalent in social media, chatbots, and other informal written communications. As a result, embedding models face challenges in comprehending text without diacritics (hereinafter diacriticless). A potential solution involves adapting data representation to accommodate both formal and informal styles of writing. The objective of this study is to assess the quality of diacriticless models.

Linux dependencies for building LaTeX

sudo apt install texlive texlive-latex-extra texlive-lang-czechslovak texlive-science texlive-pstricks latexmk texmaker texlive-font-utils texlive-fonts-extra texlive-bibtex-extra biber okular pdf-presenter-console dvipng sketch

Build using supplied Makefile

Build the pdf by running

make

in the thesis's folder. The build is facilitated via latexmk. The output will appear in the build subfolder.