Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
multi-label-classification
Size:
10K - 100K
License:
Update README.md
Browse files
README.md
CHANGED
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---
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# ---------- REQUIRED METADATA ----------
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license: cc-by-sa-4.0
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pretty_name:
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tags:
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- semeval-2025-task-11
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- cross-lingual-emotion-detection
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task_categories:
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- text-classification
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task_ids:
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- multi-label-classification
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multilinguality:
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- multilingual
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language:
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- afr
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- arq
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- ary
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- chn
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- deu
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- eng
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- esp
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- hau
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- hin
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- ibo
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- ind
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- jav
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- kin
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- mar
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- orm
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- pcm
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# - ptbr # Removed
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# - ptmz # Removed
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- ron
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- rus
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- som
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- sun
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- swa
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- swe
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- tat
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- tir
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- ukr
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- vmw
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- xho
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- yor
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- zul
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# ---------- DATA FILE LOCATIONS ----------
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# File structure is: <lang_code>/<split_name>-*.parquet
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# Example: amh/test-00000-of-00001-c735adead5699b31.parquet
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configs:
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- config_name: afr
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data_files:
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- split: validation
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path: afr/validation-*.parquet
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- split: test
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path: afr/test-*.parquet
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- config_name: amh
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data_files:
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- split: validation
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path: amh/validation-*
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- split: test
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path: amh/test-*
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- config_name: arq
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data_files:
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- split: validation
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path: arq/validation-*
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- split: test
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path: arq/test-*
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- config_name: ary
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data_files:
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- split: validation
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path: ary/validation-*
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- split: test
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path: ary/test-*
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- config_name: chn
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data_files:
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- split: validation
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path: chn/validation-*
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- split: test
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path: chn/test-*
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- config_name: deu
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data_files:
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- split: validation
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path: deu/validation-*
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- split: test
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path: deu/test-*
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- config_name: eng
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data_files:
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- split: validation
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path: eng/validation-*
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- split: test
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path: eng/test-*
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- config_name: esp
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data_files:
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- split: validation
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path: esp/validation-*
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- split: test
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path: esp/test-*
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- config_name: hau
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data_files:
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- split: validation
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path: hau/validation-*
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- split: test
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path: hau/test-*
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- config_name: hin
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data_files:
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- split: validation
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path: hin/validation-*
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- split: test
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path: hin/test-*
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- config_name: ibo
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data_files:
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- split: validation
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path: ibo/validation-*
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- split: test
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path: ibo/test-*
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- config_name: ind
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data_files:
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- split: validation
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path: ind/validation-*
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- split: test
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path: ind/test-*
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- config_name: jav
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data_files:
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- split: validation
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path: jav/validation-*
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- split: test
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path: jav/test-*
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- config_name: kin
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data_files:
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- split: validation
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path: kin/validation-*
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- split: test
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path: kin/test-*
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- config_name: mar
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data_files:
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- split: validation
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path: mar/validation-*
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- split: test
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path: mar/test-*
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- config_name: orm
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data_files:
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- split: validation
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path: orm/validation-*
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- split: test
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path: orm/test-*
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- config_name: pcm
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data_files:
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- split: validation
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path: pcm/validation-*
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- split: test
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path: pcm/test-*
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- config_name: ron
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data_files:
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- split: validation
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path: ron/validation-*
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- split: test
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path: ron/test-*
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- config_name: rus
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data_files:
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- split: validation
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path: rus/validation-*
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- split: test
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path: rus/test-*
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- config_name: som
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data_files:
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- split: validation
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path: som/validation-*
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- split: test
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path: som/test-*
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- config_name: sun
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data_files:
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- split: validation
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path: sun/validation-*
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- split: test
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path: sun/test-*
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- config_name: swa
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data_files:
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- split: validation
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path: swa/validation-*
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- split: test
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path: swa/test-*
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- config_name: swe
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data_files:
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- split: validation
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path: swe/validation-*
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- split: test
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path: swe/test-*
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- config_name: tat
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data_files:
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- split: validation
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path: tat/validation-*
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- split: test
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path: tat/test-*
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- config_name: tir
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data_files:
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- split: validation
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path: tir/validation-*
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- split: test
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path: tir/test-*
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- config_name: ukr
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data_files:
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- split: validation
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path: ukr/validation-*
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- split: test
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path: ukr/test-*
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- config_name: vmw
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data_files:
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- split: validation
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path: vmw/validation-*
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- split: test
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path: vmw/test-*
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- config_name: xho
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data_files:
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- split: validation
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path: xho/validation-*
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- split: test
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path: xho/test-*
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- config_name: yor
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data_files:
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- split: validation
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path: yor/validation-*
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- split: test
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path: yor/test-*
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- config_name: zul
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data_files:
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- split: validation
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path: zul/validation-*
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- split: test
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path: zul/test-*
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---
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# Dataset Card for
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`EmotionAnalysisFinal` is the official dataset for **SemEval-2025 Task 11, Track C: Cross-lingual Emotion Detection in Social Media Text**.
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This dataset comprises multilingual social media posts annotated for six basic emotions: anger, disgust, fear, joy, sadness, and surprise.
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The annotation schema is multi-label.
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Each language-specific configuration (subset) contains `validation` and `test` splits.
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| Split | Original Source | Notes |
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|--------------|-----------------|--------------------------------------------|
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| `validation` | `dev` CSV files | Used as development set during the task |
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| `test` | `test` CSV files| Gold labels released after task evaluation |
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## Languages and Configuration Names
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The dataset supports the following languages, accessible via their ISO 639-3 or custom codes as configuration names:
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`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`
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## How to Use
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Load a specific language and split using `load_dataset`:
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```python
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from datasets import load_dataset
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# Example: Load the Yoruba test split
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lang_code = "yor" # Replace with desired language code
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split_name = "test" # Or "validation"
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ds = load_dataset(
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"llama-lang-adapt/EmotionAnalysisFinal",
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name=lang_code, # Configuration name (language code)
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split=split_name
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)
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# Print the first example
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print(f"First example from {lang_code} {split_name} split:")
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print(ds[0])
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ds_afr_val = load_dataset("llama-lang-adapt/EmotionAnalysisFinal", "afr", split="validation")
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print(f"\nFirst example from afr validation split:")
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print(ds_afr_val[0])
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---
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license: cc-by-sa-4.0
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pretty_name: EmotionAnalysisFinal_Test
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# No 'configs' block for this test.
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# We will define data_files for ONE language directly.
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data_files:
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afr:
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validation: "afr/validation-*.parquet"
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test: "afr/test-*.parquet"
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# We can add other languages here if this works for 'afr'
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# amh:
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# validation: "amh/validation-*.parquet"
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# test: "amh/test-*.parquet"
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tags:
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- semeval-2025-task-11
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task_categories:
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- text-classification
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task_ids:
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- multi-label-classification
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multilinguality:
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- multilingual
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language:
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- afr
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# Add other languages here if the 'afr' test works
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---
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# Dataset Card for EmotionAnalysisFinal (Test README)
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This is a test.
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