Improving Phrase Structure Parsing for Icelandic

Title:	Improving Phrase Structure Parsing for Icelandic
Author:	Kristjánsdóttir, Ingunn Jóhanna Einarsson, Hafsteinn Ingason, Anton Karl 3 authors Show fewer authors
Date:	2024
Language:	English
Scope:	145962
Department:	Faculty of Icelandic and Comparative Cultural Studies Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
Series:	Proceedings of CLARIN 2024; ()
URI:	https://hdl.handle.net/20.500.11815/5464
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Citation: Kristjánsdóttir, I J, Einarsson, H & Ingason, A K 2024, Improving Phrase Structure Parsing for Icelandic. in Proceedings of CLARIN 2024. pp. 189-192.
Abstract: Wepresent an improved state-of-the-art in phrase structure parsing for Icelandic, building on the Icelandic Parsed Historical Corpus (IcePaHC), a CLARIN resource, as well as previous milestones presented at the CLARIN Annual Conference in the past. The present parsing system utilizes the Stanford Stanza system as well as IceBERT, a freely available Icelandic BERT Model. Wedescribe previous work, the different configurations used for the present work, as well as the setup that yielded the best outcome, an F1 score of 90.38%.