| dc.contributor.author |
Mladenić Grobelnik, Adrian |
| dc.contributor.author |
Novak, Erik |
| dc.contributor.author |
Mladenić, Dunja |
| dc.contributor.author |
Grobelnik, Marko |
| dc.date.accessioned |
2022-11-28T09:06:23Z |
| dc.date.available |
2022-11-28T09:06:23Z |
| dc.date.issued |
2022-11-25 |
| dc.identifier.uri |
http://hdl.handle.net/11356/1729 |
| dc.description |
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). |
| dc.language.iso |
slv |
| dc.publisher |
Jožef Stefan Institute |
| dc.relation.isreferencedby |
https://ailab.ijs.si/dunja/SiKDD2022/Papers/SiKDD2022_paper_5674.pdf |
| dc.rights |
Apache License 2.0 |
| dc.rights.uri |
https://opensource.org/licenses/Apache-2.0 |
| dc.rights.label |
PUB |
| dc.source.uri |
https://github.com/E3-JSI/model-SloMET-ATOMIC-2020 |
| dc.subject |
commonsense reasoning |
| dc.subject |
language model |
| dc.subject |
natural language processing |
| dc.title |
Slovenian commonsense reasoning model SloMET-ATOMIC 2020 |
| dc.type |
toolService |
| metashare.ResourceInfo#ContentInfo.detailedType |
tool |
| metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent |
true |
| has.files |
yes |
| branding |
CLARIN.SI data & tools |
| demo.uri |
http://multicomet.ijs.si/ |
| contact.person |
Erik Novak erik.novak@ijs.si Jožef Stefan Institute |
| sponsor |
Ministry of Culture C3340-20-278001 Development of Slovene in a Digital Environment Other |
| files.count |
1 |
| files.size |
487401054 |
