Monitor corpus of Slovene Trendi 2023-02

PID

The Trendi corpus is a monitor corpus of Slovene. It contains news from 107 different media websites, published by 72 different publishers. Trendi 2023-02 covers the period from January 2019 to February 2023, complementing the Gigafida 2.0 reference corpus of written Slovene (http://hdl.handle.net/11356/1320). All the contents of the Trendi corpus are at the moment obtained using the Jožef Stefan Institute Newsfeed service (http://newsfeed.ijs.si/). The texts have been annotated using the CLASSLA-Stanza pipeline (https://github.com/clarinsi/classla), including syntactic parsing according to the Universal Dependencies (https://universaldependencies.org/sl/) and Named Entities (https://nl.ijs.si/janes/wp-content/uploads/2017/09/SlovenianNER-eng-v1.1.pdf). An important addition are topics or thematical categories, which have been automatically assigned to each text. There are 13 categories altogether: Arts and culture, Crime and accidents, Economy, Environment, Health, Leisure, Politics and Law, Science and Technology, Society, Sports, Weather, Entertainment, and Education. Text classification models are available at http://hdl.handle.net/11356/1709 (Text classification model SloBERTa-Trendi-Topics 1.0), http://hdl.handle.net/11356/1710 (Text classification model fastText-Trendi-Topics 1.0), and https://huggingface.co/cjvt/sloberta-trendi-topics (SloBERTa model). At the moment, the corpus is not available as a dataset due to copyright restrictions but we hope to make at least some of it available in the near future. The corpus is accessible through CLARIN.SI concordancers.

Identifier
PID http://hdl.handle.net/11356/1782
Related Identifier http://euralex.org/wp-content/themes/euralex/proceedings/Euralex%202022/EURALEX2022_Pr_p230-239_Kosem.pdf
Related Identifier https://nl.ijs.si/jtdh22/pdf/JTDH2022_Kosem-et-al_Spremljevalni-korpus-Trendi.pdf
Related Identifier http://hdl.handle.net/11356/1681
Related Identifier https://sled.ijs.si/
Metadata Access http://www.clarin.si/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:www.clarin.si:11356/1782
Provenance
Creator Kosem, Iztok; Čibej, Jaka; Dobrovoljc, Kaja; Erjavec, Tomaž; Ljubešić, Nikola; Ponikvar, Primož; Šinkec, Mihael; Krek, Simon
Publisher Jožef Stefan Institute; Centre for Language Resources and Technologies, University of Ljubljana
Publication Year 2023
OpenAccess true
Contact info(at)clarin.si
Representation
Language Slovenian; Slovene
Resource Type corpus
Format downloadable_files_count: 0
Discipline Linguistics