Modelpublic

lrei/xlm-roberta-base-emolit-multilingual

sourceHugging Facemitupdated 3y agoView on Hugging Face

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Model Card

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}
}