A4 Vertaisarvioitu artikkeli konferenssijulkaisussa

Turku: Semantic Dependency Parsing as a Sequence Classification




TekijätKanerva Jenna, Luotolahti Juhani, Ginter Filip

Konferenssin vakiintunut nimiInternational Workshop on Semantic Evaluation

KustantajaAssociation for Computational Linguistics

Julkaisuvuosi2015

Kokoomateoksen nimiProceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)

Aloitussivu965

Lopetussivu969

ISBN978-1-941643-40-2

Verkko-osoitehttps://aclweb.org/anthology/S/S15/S15-2161.pdf


Tiivistelmä

This paper presents the University of Turku entry to the SemEval-2015 task on Broad-Coverage Semantic Dependency Parsing. The system uses an existing transition-based parser as a sequence classifier to jointly predict all arguments of one candidate predicate at a time. Compared to our 2014 entry, the 2015 system gains about 3pp in terms of F-score for a fraction of the development time. Depending on the subtask, the difference between our entry and the winning system ranges between 1 and 5pp.



Last updated on 2024-26-11 at 16:17