2026-05-21T19:14:11Zhttp://www.clarin.si/repository/oai/requestoai:www.clarin.si:11356/16812023-10-23T17:56:52Zhdl_11356_1023hdl_11356_1024
Monitor corpus of Slovene Trendi 2022-10
Kosem, Iztok
Čibej, Jaka
Dobrovoljc, Kaja
Erjavec, Tomaž
Ljubešić, Nikola
Ponikvar, Primož
Šinkec, Mihael
Krek, Simon
monitor corpus
news corpus
universal dependencies
temporal trends
topic attribution
The Trendi corpus is a monitor corpus of Slovene. It contains news from 106 different media websites, published by 48 different publishers. Trendi 2022-10 covers the period from January 2019 to October 2022, 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 to this version 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.
2022-11-21
corpus
http://hdl.handle.net/11356/1681
slv
http://euralex.org/wp-content/themes/euralex/proceedings/Euralex%202022/EURALEX2022_Pr_p230-239_Kosem.pdf
https://nl.ijs.si/jtdh22/pdf/JTDH2022_Kosem-et-al_Spremljevalni-korpus-Trendi.pdf
http://hdl.handle.net/11356/1590
http://hdl.handle.net/11356/1782
downloadable_files_count: 0
Jožef Stefan Institute
https://sled.ijs.si/