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undergraduate thesis
Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. urn:nbn:hr:168:845198
Šlosel, Jura
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Šlosel, J. (2015). Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:845198

Šlosel, Jura. "Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:845198

Šlosel, Jura. "Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:845198

Šlosel, J. (2015). 'Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 27 September 2024, https://urn.nsk.hr/urn:nbn:hr:168:845198

Šlosel J. Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2015 [cited 2024 September 27] Available at: https://urn.nsk.hr/urn:nbn:hr:168:845198

J. Šlosel, "Model koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:168:845198

Metadata
TitleModel koherentnosti tekstova na hrvatskome jeziku temeljen na analizi entiteta
Title (english)Entity-Based Coherence Model for Croatian Texts
AuthorJura Šlosel
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberGoran Glavaš (član povjerenstva)
Committee memberMladen Karan (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2015-09-16, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Koherentnost je značajka prirodnog testka koja direktno utječe na razumljivost teksta, a opisuje povezanost djelova teksta u cjelinu. U radu je prezentiran model lokalne koherentnosti temeljen na rešetci entiteta za tekstove na hrvatskom jeziku. Algoritam iz tekstova vadi entitete i njihove gramatičke uloge te apstrahira tekst u rešetku prijelaza uloga entiteta te na sintetički označenom korpusu uči raspodjelu prijelaza karakterističnu za koherentne tekstove. Rezultantni model rangira ulazne tekstove po koherentnosti. Model postiže visoku točnost na zadatku određivanja poretka rečenica, 87%-93% na kratkim novinskim člancima.
Abstract (english)
Coherence is a feature of natural texts that directly influences its understandability and corresponds to the level of connectedness of parts of texts into a logical whole. This thesis presents an entity grid based model of local coherence for Croatian texts. The algorithm extracts entites and their grammatical roles from texts and abstracts the text into a grid of entity role transitions. The model learns distributions of transitions characteristic for coherent texts on synthetically annotated corpora. The resulting model rangs input texts by coherence. A high performance is achieved by the model on the sentence ordering task, 87%-93% on short newspaper articles.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:845198
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 12:20:51