Edit 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}
}
Downloads last month
4
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.