Datasets:
metadata
license: cc-by-sa-4.0
pretty_name: EmotionAnalysisFinal
tags:
- semeval-2025-task-11
- cross-lingual-emotion-detection
task_categories:
- text-classification
task_ids:
- multi-label-classification
multilinguality:
- multilingual
language:
- afr
- amh
- arq
- ary
- chn
- deu
- eng
- esp
- hau
- hin
- ibo
- ind
- jav
- kin
- mar
- orm
- pcm
- ron
- rus
- som
- sun
- swa
- swe
- tat
- tir
- ukr
- vmw
- xho
- yor
- zul
configs:
- config_name: afr
data_files:
- split: validation
path: afr/validation-*
- split: test
path: afr/test-*
- config_name: amh
data_files:
- split: validation
path: amh/validation-*
- split: test
path: amh/test-*
- config_name: arq
data_files:
- split: validation
path: arq/validation-*
- split: test
path: arq/test-*
- config_name: ary
data_files:
- split: validation
path: ary/validation-*
- split: test
path: ary/test-*
- config_name: chn
data_files:
- split: validation
path: chn/validation-*
- split: test
path: chn/test-*
- config_name: deu
data_files:
- split: validation
path: deu/validation-*
- split: test
path: deu/test-*
- config_name: eng
data_files:
- split: validation
path: eng/validation-*
- split: test
path: eng/test-*
- config_name: esp
data_files:
- split: validation
path: esp/validation-*
- split: test
path: esp/test-*
- config_name: hau
data_files:
- split: validation
path: hau/validation-*
- split: test
path: hau/test-*
- config_name: hin
data_files:
- split: validation
path: hin/validation-*
- split: test
path: hin/test-*
- config_name: ibo
data_files:
- split: validation
path: ibo/validation-*
- split: test
path: ibo/test-*
- config_name: ind
data_files:
- split: validation
path: ind/validation-*
- split: test
path: ind/test-*
- config_name: jav
data_files:
- split: validation
path: jav/validation-*
- split: test
path: jav/test-*
- config_name: kin
data_files:
- split: validation
path: kin/validation-*
- split: test
path: kin/test-*
- config_name: mar
data_files:
- split: validation
path: mar/validation-*
- split: test
path: mar/test-*
- config_name: orm
data_files:
- split: validation
path: orm/validation-*
- split: test
path: orm/test-*
- config_name: pcm
data_files:
- split: validation
path: pcm/validation-*
- split: test
path: pcm/test-*
- config_name: ron
data_files:
- split: validation
path: ron/validation-*
- split: test
path: ron/test-*
- config_name: rus
data_files:
- split: validation
path: rus/validation-*
- split: test
path: rus/test-*
- config_name: som
data_files:
- split: validation
path: som/validation-*
- split: test
path: som/test-*
- config_name: sun
data_files:
- split: validation
path: sun/validation-*
- split: test
path: sun/test-*
- config_name: swa
data_files:
- split: validation
path: swa/validation-*
- split: test
path: swa/test-*
- config_name: swe
data_files:
- split: validation
path: swe/validation-*
- split: test
path: swe/test-*
- config_name: tat
data_files:
- split: validation
path: tat/validation-*
- split: test
path: tat/test-*
- config_name: tir
data_files:
- split: validation
path: tir/validation-*
- split: test
path: tir/test-*
- config_name: ukr
data_files:
- split: validation
path: ukr/validation-*
- split: test
path: ukr/test-*
- config_name: vmw
data_files:
- split: validation
path: vmw/validation-*
- split: test
path: vmw/test-*
- config_name: xho
data_files:
- split: validation
path: xho/validation-*
- split: test
path: xho/test-*
- config_name: yor
data_files:
- split: validation
path: yor/validation-*
- split: test
path: yor/test-*
- config_name: zul
data_files:
- split: validation
path: zul/validation-*
- split: test
path: zul/test-*
Dataset Card for EmotionAnalysisFinal
EmotionAnalysisFinal is the official dataset for SemEval-2025 Task 11, Track C: Cross-lingual Emotion Detection in Social Media Text.
This dataset comprises multilingual social media posts annotated for six basic emotions: anger, disgust, fear, joy, sadness, and surprise.
The annotation schema is multi-label.
Each language-specific configuration (subset) contains validation and test splits.
| Split | Original Source | Notes |
|---|---|---|
validation |
dev CSV files |
Used as development set during the task |
test |
test CSV files |
Gold labels released after task evaluation |
Languages and Configuration Names
The dataset supports the following languages, accessible via their ISO 639-3 or custom codes as configuration names (which correspond to the name parameter in load_dataset if using the accompanying Python loading script, or the second argument if loading via metadata only):
afr, amh, arq, ary, chn, deu, eng, esp, hau, hin, ibo, ind, jav, kin, mar, orm, pcm, ron, rus, som, sun, swa, swe, tat, tir, ukr, vmw, xho, yor, zul
How to Use
Load a specific language and split using load_dataset:
from datasets import load_dataset
# Example: Load the Yoruba test split
repo_id = "llama-lang-adapt/EmotionAnalysisFinal"
lang_code = "yor" # Replace with desired language code
split_name = "test" # Or "validation"
# If a .py loading script (e.g., emotion_analysis_final.py) is present in the repo,
# 'load_dataset' will use it. The 'name' parameter corresponds to the config name.
ds = load_dataset(
repo_id,
name=lang_code, # Configuration name (language code)
split=split_name
)
# Print the first example
print(f"First example from {lang_code} {split_name} split:")
if len(ds) > 0:
print(ds[0])
else:
print("Dataset is empty or loading failed for the split.")
# Example: Load the Afrikaans validation split
ds_afr_val = load_dataset(repo_id, name="afr", split="validation")
print(f"\nFirst example from afr validation split:")
if len(ds_afr_val) > 0:
print(ds_afr_val[0])
else:
print("Dataset is empty or loading failed for the split.")