Turku: Semantic Dependency Parsing as a Sequence Classification



: Kanerva Jenna, Luotolahti Juhani, Ginter Filip

: International Workshop on Semantic Evaluation

Publisher: Association for Computational Linguistics

: 2015

: Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)

: 965

: 969

: 978-1-941643-40-2

: https://aclweb.org/anthology/S/S15/S15-2161.pdf



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