---
license: mit
language:
- en
- nl
- fr
- it
---

Similar to https://huggingface.co/lrei/roberta-base-emolit

But trained on https://zenodo.org/record/8420877
(hard labels) which includes the original English text plus automatically translated text: Dutch, French, Italian.

Code used available at: https://github.com/lrei/emolit_train

### Reported Results (macro-averaged F1)

| Language | F1   |
| -------- | ---- |
| All      | 0.55 |
| Dutch    | 0.53 |
| English  | 0.57 |
| French:  | 0.54 |
| Italian  | 0.54 |


### Cite
Based on 

```
@Article{app13137502,
AUTHOR = {Rei, Luis and Mladenić, Dunja},
TITLE = {Detecting Fine-Grained Emotions in Literature},
JOURNAL = {Applied Sciences},
VOLUME = {13},
YEAR = {2023},
NUMBER = {13},
ARTICLE-NUMBER = {7502},
URL = {https://www.mdpi.com/2076-3417/13/13/7502},
ISSN = {2076-3417},
DOI = {10.3390/app13137502}
}
```