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undergraduate thesis
Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. urn:nbn:hr:168:460306
Kačan, Marin
University of Zagreb
Faculty of Electrical Engineering and Computing

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Kačan, M. (2016). Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:460306

Kačan, Marin. "Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:460306

Kačan, Marin. "Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:460306

Kačan, M. (2016). 'Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 18 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:460306

Kačan M. Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2016 [cited 2024 November 18] Available at: https://urn.nsk.hr/urn:nbn:hr:168:460306

M. Kačan, "Otkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2016. Available at: https://urn.nsk.hr/urn:nbn:hr:168:460306

Metadata
TitleOtkrivanje pogrešaka leksičkog transfera u tekstovima učenika stranog jezika
Title (english)Detecting Lexical Transfer Errors of Second Language Learners
AuthorMarin Kačan
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberDomagoj Alagić (član povjerenstva)
Committee memberMladen Karan (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2016-07-11, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Automatizirano ispravljanje pogrešaka važan je zadatak obrade prirodnog jezika. Pogreške leksičkog transfera učestala su kod učenika stranih jezika. Najčešći je uzrok transfera višeznačnost riječi. Cilj ovog rada bio je osmisliti model koji otkriva i ispravlja takve pogreške za dva tipa jezičnih relacija: pridjevsko-imeničke i glagolsko-objektne. Implementirana su dva različita modela, od kojih drugi koristi metode nadziranog strojnog učenja, preciznije algoritam regresije pomoću stroja s potpornim vektorima. Jezik implementacije je Python. Ovaj projekt nastao je u suradnji s kineskim sveučilištem Xi'an Jiaotong-Liverpool University, te se oni ustupili skup podataka koji se jednim dijelom koristi u ovome radu.
Abstract (english)
Automated error correction is an important task of natural language processing. Lexical transfer errors are common with L2-learners. The biggest cause of transfer is word polysemy. The goal of this paper was to come up with a model that can detect and correct such errors for two language relation types: adjective-noun and verb-object. Two different models were implemented, the second of which uses supervised learning methods, more precisely the support vector regression algorithm. The model was implemented in Python. This project is carried out in cooperation with Xi'an Jiaotong-Liverpool University, China, who also make the dataset available, a part of which was used in this paper.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:460306
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2018-02-06 09:33:42