Slovenian commonsense reasoning model SloMET-ATOMIC 2020

PID

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).

Identifier
PID http://hdl.handle.net/11356/1729
Related Identifier https://ailab.ijs.si/dunja/SiKDD2022/Papers/SiKDD2022_paper_5674.pdf
Related Identifier https://github.com/E3-JSI/model-SloMET-ATOMIC-2020
Metadata Access http://www.clarin.si/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:www.clarin.si:11356/1729
Provenance
Creator Mladenić Grobelnik, Adrian; Novak, Erik; Mladenić, Dunja; Grobelnik, Marko
Publisher Jožef Stefan Institute
Publication Year 2022
Rights Apache License 2.0; https://opensource.org/licenses/Apache-2.0; PUB
OpenAccess true
Contact info(at)clarin.si
Representation
Language Slovenian; Slovene
Resource Type toolService
Format text/plain; charset=utf-8; application/zip; downloadable_files_count: 1
Discipline Linguistics