README.md

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: data/afr/validation-*
      - split: test
        path: data/afr/test-*
  - config_name: amh
    data_files:
      - split: validation
        path: data/amh/validation-*
      - split: test
        path: data/amh/test-*
  - config_name: arq
    data_files:
      - split: validation
        path: data/arq/validation-*
      - split: test
        path: data/arq/test-*
  - config_name: ary
    data_files:
      - split: validation
        path: data/ary/validation-*
      - split: test
        path: data/ary/test-*
  - config_name: chn
    data_files:
      - split: validation
        path: data/chn/validation-*
      - split: test
        path: data/chn/test-*
  - config_name: deu
    data_files:
      - split: validation
        path: data/deu/validation-*
      - split: test
        path: data/deu/test-*
  - config_name: eng
    data_files:
      - split: validation
        path: data/eng/validation-*
      - split: test
        path: data/eng/test-*
  - config_name: esp
    data_files:
      - split: validation
        path: data/esp/validation-*
      - split: test
        path: data/esp/test-*
  - config_name: hau
    data_files:
      - split: validation
        path: data/hau/validation-*
      - split: test
        path: data/hau/test-*
  - config_name: hin
    data_files:
      - split: validation
        path: data/hin/validation-*
      - split: test
        path: data/hin/test-*
  - config_name: ibo
    data_files:
      - split: validation
        path: data/ibo/validation-*
      - split: test
        path: data/ibo/test-*
  - config_name: ind
    data_files:
      - split: validation
        path: data/ind/validation-*
      - split: test
        path: data/ind/test-*
  - config_name: jav
    data_files:
      - split: validation
        path: data/jav/validation-*
      - split: test
        path: data/jav/test-*
  - config_name: kin
    data_files:
      - split: validation
        path: data/kin/validation-*
      - split: test
        path: data/kin/test-*
  - config_name: mar
    data_files:
      - split: validation
        path: data/mar/validation-*
      - split: test
        path: data/mar/test-*
  - config_name: orm
    data_files:
      - split: validation
        path: data/orm/validation-*
      - split: test
        path: data/orm/test-*
  - config_name: pcm
    data_files:
      - split: validation
        path: data/pcm/validation-*
      - split: test
        path: data/pcm/test-*
  - config_name: ron
    data_files:
      - split: validation
        path: data/ron/validation-*
      - split: test
        path: data/ron/test-*
  - config_name: rus
    data_files:
      - split: validation
        path: data/rus/validation-*
      - split: test
        path: data/rus/test-*
  - config_name: som
    data_files:
      - split: validation
        path: data/som/validation-*
      - split: test
        path: data/som/test-*
  - config_name: sun
    data_files:
      - split: validation
        path: data/sun/validation-*
      - split: test
        path: data/sun/test-*
  - config_name: swa
    data_files:
      - split: validation
        path: data/swa/validation-*
      - split: test
        path: data/swa/test-*
  - config_name: swe
    data_files:
      - split: validation
        path: data/swe/validation-*
      - split: test
        path: data/swe/test-*
  - config_name: tat
    data_files:
      - split: validation
        path: data/tat/validation-*
      - split: test
        path: data/tat/test-*
  - config_name: tir
    data_files:
      - split: validation
        path: data/tir/validation-*
      - split: test
        path: data/tir/test-*
  - config_name: ukr
    data_files:
      - split: validation
        path: data/ukr/validation-*
      - split: test
        path: data/ukr/test-*
  - config_name: vmw
    data_files:
      - split: validation
        path: data/vmw/validation-*
      - split: test
        path: data/vmw/test-*
  - config_name: xho
    data_files:
      - split: validation
        path: data/xho/validation-*
      - split: test
        path: data/xho/test-*
  - config_name: yor
    data_files:
      - split: validation
        path: data/yor/validation-*
      - split: test
        path: data/yor/test-*
  - config_name: zul
    data_files:
      - split: validation
        path: data/zul/validation-*
      - split: test
        path: data/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:

afr, amh, arq, ary, chn, deu, eng, esp, hau, hin, ibo, ind, jav, kin, mar, orm, pcm, ptbr, ptmz, 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
lang_code = "yor" # Replace with desired language code
split_name = "test" # Or "validation"

ds = load_dataset(
    "llama-lang-adapt/EmotionAnalysisFinal",
    name=lang_code,  # Configuration name (language code)
    split=split_name
)

# Print the first example
print(f"First example from {lang_code} {split_name} split:")
print(ds[0])

# Example: Load the Afrikaans validation split
ds_afr_val = load_dataset("llama-lang-adapt/EmotionAnalysisFinal", "afr", split="validation")
print(f"\nFirst example from afr validation split:")
print(ds_afr_val[0])