---
language:
- gn
- multilingual
license: mit
datasets:
- wikipedia
- wiktionary
widget:
- text: 'Paraguay ha''e peteĩ táva oĩva [MASK] retãme  '
- text: Augusto Roa Bastos ha'e peteĩ [MASK] arandu
metrics:
- f1
- accuracy
---

# mBERT+gn-base-cased (multilingual-BERT+gn-base-cased)

[BERT multilingual base model (cased, pre-trained BERT model)](https://huggingface.co/bert-base-multilingual-cased) fine-tuned for **Guarani** language modeling (104 languages + gn). Trained on Wikipedia + Wiktionary (~800K tokens).

# How cite?

```
@article{aguero-et-al2023multi-affect-low-langs-grn,
  title={Multidimensional Affective Analysis for Low-resource Languages: A Use Case with Guarani-Spanish Code-switching Language},
  author={Agüero-Torales, Marvin Matías, López-Herrera, Antonio Gabriel, and Vilares, David},
  journal={Cognitive Computation},
  year={2023},
  publisher={Springer},
  notes={Forthcoming}
}
```