EthiopicEmotion

The EthioEmo dataset split into 60:30:10 train, test, and dev, respectively.

This dataset is available also in Hugging Face

Emotion	Amharic_emotion	Amharic_intensity	Oromo_emotion	Somali_emotion	Tigrinya_emotion
Anger	1977	2364	1077	546	912
Disgust	2105	3134	926	801	2175
Fear	185	239	209	504	235
Sadness	1253	2013	509	652	984
Joy	918	1468	1821	991	690
Surprise	260	287	225	295	605

If the given text is out of the given six basic emotions, the text has 0 0 0 0 0 0 column values under Anger, Disgust, Fear, Sadness, Joy, and Surprise emotion columns.

Incontext Learning (ICL) Results

To cite the paper and dataset, use the the following paper

@inproceedings{belay-etal-2025-evaluating,
    title = "Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding",
    author = "Belay, Tadesse Destaw  and Azime, Israel Abebe  and Ayele, Abinew Ali  and Sidorov, Grigori  and
      Klakow, Dietrich  and Slusallek, Philip  and Kolesnikova, Olga  and Yimam, Seid Muhie",
    booktitle = "Proceedings of the 31st International Conference on Computational Linguistics",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.coling-main.237/",
    pages = "3523--3540"
}