A4 Refereed article in a conference publication
Turku: Semantic Dependency Parsing as a Sequence Classification
Authors: Kanerva Jenna, Luotolahti Juhani, Ginter Filip
Conference name: International Workshop on Semantic Evaluation
Publisher: Association for Computational Linguistics
Publication year: 2015
Book title : Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
First page : 965
Last page: 969
ISBN: 978-1-941643-40-2
Web address : https://aclweb.org/anthology/S/S15/S15-2161.pdf
Abstract
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.
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.
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