Bc. Tomáš Kancko

Master's thesis

Authorship verification via cloze-test

Authorship verification via cloze-test
Abstract:
V posledných mesiacoch sa plagiátorstvo stalo rozšíreným problémom, najmä v súvislosti s nárastom aplikácií, ktoré sú schopné generovať text veľmi pododný ľudskému. V dôsledku toho sa potreba jednoduchých, efektívnych, ale hlavne spoľahlivých nástrojov na detekciu plagiátorstva stala naliehavou. Táto práca je motivovaná úspechom predchádzajúcich experimentov, ktoré využívali princíp cloze-testu. Analyzuje …more
Abstract:
In recent times, plagiarism has become a widespread issue, particularly with the proliferation of text generation applications. As a result, the need for simple, efficient, but most importantly, reliable detection tools has become more pressing. This thesis is motivated by the success of previous experiments utilizing the cloze-test procedure. It analyzes available data and seeks to improve the reliability …more
 

Keywords

plagiarism machine learning cloze-test NLP tokenization word tagging language modeling
 
Language used: English
Date on which the thesis was submitted / produced: 16. 5. 2023
Identifier: https://is.muni.cz/th/bz1lo/

Thesis defence

  • Date of defence: 19. 6. 2023
  • Supervisor: Mgr. Tomáš Foltýnek, Ph.D.
  • Reader: doc. Mgr. Pavel Rychlý, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Theoretical computer science / Principles of programming languages

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