Knowledge-Driven Multilingual Event Detection Using Cross-Lingual Subcategorization Frames (CROSBI ID 48896)
Prilog u knjizi | izvorni znanstveni rad
Podaci o odgovornosti
Mikelić Preradović, Nives ; Boras, Damir
engleski
Knowledge-Driven Multilingual Event Detection Using Cross-Lingual Subcategorization Frames
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.
Keywords: event detection, verb subcategorization frames, motion event, adlative, ablative, English, German, Italian, Croatian, Czech
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Podaci o prilogu
214-218.
objavljeno
Podaci o knjizi
Human Language Technologies as a Challenge for Computer Science and Linguistics
Vetulani, Zygmunt ; Uszkoreit, Hans
Poznań: Fundacja Uniwersytetu im. Adama Mickiewicza
2013.
978-83-932640-3-2