<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href='static/style.xsl' type='text/xsl'?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-05-22T05:58:59Z</responseDate><request verb="GetRecord" identifier="oai:www.clarin.si:11356/1770" metadataPrefix="oai_dc">http://www.clarin.si/repository/oai/request</request><GetRecord><record><header><identifier>oai:www.clarin.si:11356/1770</identifier><datestamp>2023-03-27T17:01:16Z</datestamp><setSpec>hdl_11356_1023</setSpec><setSpec>hdl_11356_1024</setSpec></header><metadata><oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:doc="http://www.lyncode.com/xoai" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:dc="http://purl.org/dc/elements/1.1/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
<dc:title>The CLASSLA-Stanza model for semantic role labeling of standard Slovenian 2.0</dc:title>
<dc:creator>Terčon, Luka</dc:creator>
<dc:creator>Ljubešić, Nikola</dc:creator>
<dc:subject>semantic role labelling</dc:subject>
<dc:subject>language model</dc:subject>
<dc:description>The model for semantic role labeling of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) extended with the MaCoCu-sl Slovenian web corpus (http://hdl.handle.net/11356/1517). The estimated F1 of the semantic role annotations is ~76.24.&#xd;
&#xd;
The difference to the previous version of the model is that the model was trained using the SUK training corpus and the updated word embeddings.</dc:description>
<dc:date>2023-01-31</dc:date>
<dc:type>toolService</dc:type>
<dc:identifier>http://hdl.handle.net/11356/1770</dc:identifier>
<dc:language>slv</dc:language>
<dc:relation>http://dx.doi.org/10.18653/v1/W19-3704</dc:relation>
<dc:relation>http://hdl.handle.net/11356/1586</dc:relation>
<dc:rights>Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)</dc:rights>
<dc:rights>https://creativecommons.org/licenses/by-sa/4.0/</dc:rights>
<dc:rights>PUB</dc:rights>
<dc:format>text/plain; charset=utf-8</dc:format>
<dc:format>application/zip</dc:format>
<dc:format>downloadable_files_count: 1</dc:format>
<dc:publisher>Jožef Stefan Institute</dc:publisher>
<dc:source>https://github.com/clarinsi/classla</dc:source>
</oai_dc:dc>
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