Slovenian commonsense reasoning model SloMET-ATOMIC 2020

  Avtorji

Mladenić Grobelnik, Adrian ; Novak, Erik ; Mladenić, Dunja and Grobelnik, Marko

  Identifikator vnosa

http://hdl.handle.net/11356/1729

 URL projekta

https://github.com/E3-JSI/model-SloMET-ATOMIC-2020

 Demo URL

http://multicomet.ijs.si/

 Dokumentirano v

https://ailab.ijs.si/dunja/SiKDD2022/Papers/SiKDD2022_paper_5674.pdf

 Datum objave

2022-11-25

 Vrsta

toolService

 Jezik(i)

Slovenian

 Opis

The SloMET-ATOMIC 2020 is a Slovene commonsense reasoning model that is able to predict commonsense descriptions in a natural language for a given input sentence. The model is an adaptation of the Slovene GPT-2 model (https://huggingface.co/cjvt/gpt-sl-base) that has been finetuned using the SloATOMIC 2020 corpus (http://hdl.handle.net/11356/1724), consisting of 1.33M everyday interence knowledge tuples about entities and events. The released model is a pytorch neural network model, intended for usage with the transformers library (https://github.com/huggingface/transformers).

 Izdajatelj

Jožef Stefan Institute

 Zahvala

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

 Ključne besede

commonsense reasoning language model natural language processing

 Zbirke

CLARIN.SI data & tools

Prikaži polni zapis vnosa