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Knowledge-Driven Multilingual Event Detection Using Cross-Lingual Subcategorization Frames


Mikelić Preradović, Nives; Boras, Damir
Knowledge-Driven Multilingual Event Detection Using Cross-Lingual Subcategorization Frames // Human Language Technologies as a Challenge for Computer Science and Linguistics / Vetulani, Zygmunt ; Uszkoreit, Hans (ur.).
Poznan, Poland: Fundacja Uniwersytetu im. A. Mickiewicza, 2013. str. 214-218


Naslov
Knowledge-Driven Multilingual Event Detection Using Cross-Lingual Subcategorization Frames

Autori
Mikelić Preradović, Nives ; Boras, Damir

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
Human Language Technologies as a Challenge for Computer Science and Linguistics

Urednik/ci
Vetulani, Zygmunt ; Uszkoreit, Hans

Izdavač
Fundacja Uniwersytetu im. A. Mickiewicza

Grad
Poznan, Poland

Godina
2013

Raspon stranica
214-218

ISBN
978-83-932640-3-2

Ključne riječi
Keywords: event detection, verb subcategorization frames, motion event, adlative, ablative, English, German, Italian, Croatian, Czech

Sažetak
In this paper we present a knowledge-driven approach to multilingual event detection using a combination of lexico-syntactic patterns and semantic roles to build cross-lingual event frames, based on the meaning of the verb prefix and the relation of the prefixed verb to its syntactic arguments. We concentrate on SOURCE and GOAL roles, encoding adlative, ablative, intralocative and extralocative meaning in the event frames of five Indo-European languages: Croatian, English, German, Italian and Czech. The lexico-syntactic pattern for each frame was manually developed, covering directional meaning of Croatian prefixes OD-, DO-, IZ- and U-. Apart from the possibility to detect spatial (directional) information in five languages, results presented here suggest a possible approach to improve foreign language learning using a set of cross-lingual verb valency frames.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
130-1301679-1380 - Hrvatska rječnička baština i hrvatski europski identitet (Damir Boras, )
130-1301799-1999 - Oblikovanje i upravljanje javnim znanjem u informacijskom prostoru (Miroslav Tuđman, )

Ustanove
Filozofski fakultet, Zagreb