Update README.md

README.md

@@ -1,1148 +1,250 @@
 ---
-dataset_info:
-- config_name: afr
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 15489
-    num_examples: 98
-  - name: test
-    num_bytes: 167379
-    num_examples: 1065
-  download_size: 0
-  dataset_size: 182868
-- config_name: amh
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 194792
-    num_examples: 592
-  - name: test
-    num_bytes: 578225
-    num_examples: 1774
-  download_size: 0
-  dataset_size: 773017
-- config_name: arq
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 21793
-    num_examples: 100
-  - name: test
-    num_bytes: 194720
-    num_examples: 902
-  download_size: 0
-  dataset_size: 216513
-- config_name: ary
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 54378
-    num_examples: 267
-  - name: test
-    num_bytes: 168040
-    num_examples: 812
-  download_size: 0
-  dataset_size: 222418
-- config_name: chn
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 47509
-    num_examples: 200
-  - name: test
-    num_bytes: 648495
-    num_examples: 2642
-  download_size: 0
-  dataset_size: 696004
-- config_name: deu
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 60600
-    num_examples: 200
-  - name: test
-    num_bytes: 795900
-    num_examples: 2604
-  download_size: 0
-  dataset_size: 856500
-- config_name: eng
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 16846
-    num_examples: 116
-  - name: test
-    num_bytes: 414362
-    num_examples: 2767
-  download_size: 0
-  dataset_size: 431208
-- config_name: esp
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 25014
-    num_examples: 184
-  - name: test
-    num_bytes: 217584
-    num_examples: 1695
-  download_size: 0
-  dataset_size: 242598
-- config_name: hau
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 55558
-    num_examples: 356
-  - name: test
-    num_bytes: 168788
-    num_examples: 1080
-  download_size: 0
-  dataset_size: 224346
-- config_name: hin
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 27746
-    num_examples: 100
-  - name: test
-    num_bytes: 280953
-    num_examples: 1010
-  download_size: 0
-  dataset_size: 308699
-- config_name: ibo
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 69198
-    num_examples: 479
-  - name: test
-    num_bytes: 210239
-    num_examples: 1444
-  download_size: 0
-  dataset_size: 279437
-- config_name: ind
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 24153
-    num_examples: 156
-  - name: test
-    num_bytes: 136511
-    num_examples: 851
-  download_size: 0
-  dataset_size: 160664
-- config_name: jav
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 24772
-    num_examples: 151
-  - name: test
-    num_bytes: 142114
-    num_examples: 837
-  download_size: 0
-  dataset_size: 166886
-- config_name: kin
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 86925
-    num_examples: 407
-  - name: test
-    num_bytes: 262690
-    num_examples: 1231
-  download_size: 0
-  dataset_size: 349615
-- config_name: mar
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 27199
-    num_examples: 100
-  - name: test
-    num_bytes: 297337
-    num_examples: 1000
-  download_size: 0
-  dataset_size: 324536
-- config_name: orm
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 133548
-    num_examples: 574
-  - name: test
-    num_bytes: 392934
-    num_examples: 1721
-  download_size: 0
-  dataset_size: 526482
-- config_name: pcm
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 121180
-    num_examples: 620
-  - name: test
-    num_bytes: 356056
-    num_examples: 1870
-  download_size: 0
-  dataset_size: 477236
-- config_name: ptbr
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 36346
-    num_examples: 200
-  - name: test
-    num_bytes: 429062
-    num_examples: 2226
-  download_size: 0
-  dataset_size: 465408
-- config_name: ptmz
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 37533
-    num_examples: 257
-  - name: test
-    num_bytes: 113665
-    num_examples: 776
-  download_size: 0
-  dataset_size: 151198
-- config_name: ron
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 22072
-    num_examples: 123
-  - name: test
-    num_bytes: 202883
-    num_examples: 1119
-  download_size: 0
-  dataset_size: 224955
-- config_name: rus
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 35614
-    num_examples: 199
-  - name: test
-    num_bytes: 188262
-    num_examples: 1000
-  download_size: 0
-  dataset_size: 223876
-- config_name: som
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 132327
-    num_examples: 566
-  - name: test
-    num_bytes: 399549
-    num_examples: 1696
-  download_size: 0
-  dataset_size: 531876
-- config_name: sun
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 30591
-    num_examples: 199
-  - name: test
-    num_bytes: 143007
-    num_examples: 926
-  download_size: 0
-  dataset_size: 173598
-- config_name: swa
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 87168
-    num_examples: 551
-  - name: test
-    num_bytes: 263330
-    num_examples: 1656
-  download_size: 0
-  dataset_size: 350498
-- config_name: swe
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 52585
-    num_examples: 200
-  - name: test
-    num_bytes: 321958
-    num_examples: 1188
-  download_size: 0
-  dataset_size: 374543
-- config_name: tat
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 36743
-    num_examples: 200
-  - name: test
-    num_bytes: 186804
-    num_examples: 1000
-  download_size: 0
-  dataset_size: 223547
-- config_name: tir
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 197844
-    num_examples: 614
-  - name: test
-    num_bytes: 582875
-    num_examples: 1840
-  download_size: 0
-  dataset_size: 780719
-- config_name: ukr
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 45711
-    num_examples: 249
-  - name: test
-    num_bytes: 406775
-    num_examples: 2234
-  download_size: 0
-  dataset_size: 452486
-- config_name: vmw
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 40620
-    num_examples: 258
-  - name: test
-    num_bytes: 124174
-    num_examples: 777
-  download_size: 0
-  dataset_size: 164794
-- config_name: xho
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 86266
-    num_examples: 682
-  - name: test
-    num_bytes: 204432
-    num_examples: 1594
-  download_size: 0
-  dataset_size: 290698
-- config_name: yor
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 86923
-    num_examples: 497
-  - name: test
-    num_bytes: 268107
-    num_examples: 1500
-  download_size: 0
-  dataset_size: 355030
-- config_name: zul
-  features:
-  - name: id
-    dtype: string
-  - name: text
-    dtype: string
-  - name: anger
-    dtype: int64
-  - name: disgust
-    dtype: int64
-  - name: fear
-    dtype: int64
-  - name: joy
-    dtype: int64
-  - name: sadness
-    dtype: int64
-  - name: surprise
-    dtype: int64
-  splits:
-  - name: validation
-    num_bytes: 115327
-    num_examples: 875
-  - name: test
-    num_bytes: 270726
-    num_examples: 2047
-  download_size: 0
-  dataset_size: 386053
+# ---------- REQUIRED 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:
+  - emotion-detection
+multilinguality:
+  - multilingual
+# List every language code that has a config
+# Based on the dataset_info provided
+language:
+  - afr   # Afrikaans
+  - amh   # Amharic
+  - arq   # Algerian Arabic
+  - ary   # Moroccan Arabic
+  - chn   # Mandarin Chinese
+  - deu   # German
+  - eng   # English
+  - esp   # Spanish (LatAm)
+  - hau   # Hausa
+  - hin   # Hindi
+  - ibo   # Igbo
+  - ind   # Indonesian
+  - jav   # Javanese
+  - kin   # Kinyarwanda
+  - mar   # Marathi
+  - orm   # Oromo
+  - pcm   # Nigerian-Pidgin
+  - ron   # Romanian
+  - rus   # Russian
+  - som   # Somali
+  - sun   # Sundanese
+  - swa   # Swahili
+  - swe   # Swedish
+  - tat   # Tatar
+  - tir   # Tigrinya
+  - ukr   # Ukrainian
+  - vmw   # Emakhuwa
+  - xho   # isiXhosa
+  - yor   # Yoruba
+  - zul   # isiZulu
+
+# ---------- DATA FILE LOCATIONS ----------
+#  Only dev (=validation) and test splits are available for Track C.
+#  The files are pushed as Parquet/Arrow by default and might be sharded.
+#  The glob pattern '-*' accounts for potential sharding (e.g., validation-00000-of-00001.parquet).
 configs:
 - config_name: afr
   data_files:
-  - split: validation
-    path: afr/validation-*
-  - split: test
-    path: afr/test-*
+    - split: validation
+      path: data/afr/validation-*
+    - split: test
+      path: data/afr/test-*
 - config_name: amh
   data_files:
-  - split: validation
-    path: amh/validation-*
-  - split: test
-    path: amh/test-*
+    - split: validation
+      path: data/amh/validation-*
+    - split: test
+      path: data/amh/test-*
 - config_name: arq
   data_files:
-  - split: validation
-    path: arq/validation-*
-  - split: test
-    path: arq/test-*
+    - split: validation
+      path: data/arq/validation-*
+    - split: test
+      path: data/arq/test-*
 - config_name: ary
   data_files:
-  - split: validation
-    path: ary/validation-*
-  - split: test
-    path: ary/test-*
+    - split: validation
+      path: data/ary/validation-*
+    - split: test
+      path: data/ary/test-*
 - config_name: chn
   data_files:
-  - split: validation
-    path: chn/validation-*
-  - split: test
-    path: chn/test-*
+    - split: validation
+      path: data/chn/validation-*
+    - split: test
+      path: data/chn/test-*
 - config_name: deu
   data_files:
-  - split: validation
-    path: deu/validation-*
-  - split: test
-    path: deu/test-*
+    - split: validation
+      path: data/deu/validation-*
+    - split: test
+      path: data/deu/test-*
 - config_name: eng
   data_files:
-  - split: validation
-    path: eng/validation-*
-  - split: test
-    path: eng/test-*
+    - split: validation
+      path: data/eng/validation-*
+    - split: test
+      path: data/eng/test-*
 - config_name: esp
   data_files:
-  - split: validation
-    path: esp/validation-*
-  - split: test
-    path: esp/test-*
+    - split: validation
+      path: data/esp/validation-*
+    - split: test
+      path: data/esp/test-*
 - config_name: hau
   data_files:
-  - split: validation
-    path: hau/validation-*
-  - split: test
-    path: hau/test-*
+    - split: validation
+      path: data/hau/validation-*
+    - split: test
+      path: data/hau/test-*
 - config_name: hin
   data_files:
-  - split: validation
-    path: hin/validation-*
-  - split: test
-    path: hin/test-*
+    - split: validation
+      path: data/hin/validation-*
+    - split: test
+      path: data/hin/test-*
 - config_name: ibo
   data_files:
-  - split: validation
-    path: ibo/validation-*
-  - split: test
-    path: ibo/test-*
+    - split: validation
+      path: data/ibo/validation-*
+    - split: test
+      path: data/ibo/test-*
 - config_name: ind
   data_files:
-  - split: validation
-    path: ind/validation-*
-  - split: test
-    path: ind/test-*
+    - split: validation
+      path: data/ind/validation-*
+    - split: test
+      path: data/ind/test-*
 - config_name: jav
   data_files:
-  - split: validation
-    path: jav/validation-*
-  - split: test
-    path: jav/test-*
+    - split: validation
+      path: data/jav/validation-*
+    - split: test
+      path: data/jav/test-*
 - config_name: kin
   data_files:
-  - split: validation
-    path: kin/validation-*
-  - split: test
-    path: kin/test-*
+    - split: validation
+      path: data/kin/validation-*
+    - split: test
+      path: data/kin/test-*
 - config_name: mar
   data_files:
-  - split: validation
-    path: mar/validation-*
-  - split: test
-    path: mar/test-*
+    - split: validation
+      path: data/mar/validation-*
+    - split: test
+      path: data/mar/test-*
 - config_name: orm
   data_files:
-  - split: validation
-    path: orm/validation-*
-  - split: test
-    path: orm/test-*
+    - split: validation
+      path: data/orm/validation-*
+    - split: test
+      path: data/orm/test-*
 - config_name: pcm
   data_files:
-  - split: validation
-    path: pcm/validation-*
-  - split: test
-    path: pcm/test-*
-- config_name: ptbr
-  data_files:
-  - split: validation
-    path: ptbr/validation-*
-  - split: test
-    path: ptbr/test-*
-- config_name: ptmz
-  data_files:
-  - split: validation
-    path: ptmz/validation-*
-  - split: test
-    path: ptmz/test-*
+    - split: validation
+      path: data/pcm/validation-*
+    - split: test
+      path: data/pcm/test-*
 - config_name: ron
   data_files:
-  - split: validation
-    path: ron/validation-*
-  - split: test
-    path: ron/test-*
+    - split: validation
+      path: data/ron/validation-*
+    - split: test
+      path: data/ron/test-*
 - config_name: rus
   data_files:
-  - split: validation
-    path: rus/validation-*
-  - split: test
-    path: rus/test-*
+    - split: validation
+      path: data/rus/validation-*
+    - split: test
+      path: data/rus/test-*
 - config_name: som
   data_files:
-  - split: validation
-    path: som/validation-*
-  - split: test
-    path: som/test-*
+    - split: validation
+      path: data/som/validation-*
+    - split: test
+      path: data/som/test-*
 - config_name: sun
   data_files:
-  - split: validation
-    path: sun/validation-*
-  - split: test
-    path: sun/test-*
+    - split: validation
+      path: data/sun/validation-*
+    - split: test
+      path: data/sun/test-*
 - config_name: swa
   data_files:
-  - split: validation
-    path: swa/validation-*
-  - split: test
-    path: swa/test-*
+    - split: validation
+      path: data/swa/validation-*
+    - split: test
+      path: data/swa/test-*
 - config_name: swe
   data_files:
-  - split: validation
-    path: swe/validation-*
-  - split: test
-    path: swe/test-*
+    - split: validation
+      path: data/swe/validation-*
+    - split: test
+      path: data/swe/test-*
 - config_name: tat
   data_files:
-  - split: validation
-    path: tat/validation-*
-  - split: test
-    path: tat/test-*
+    - split: validation
+      path: data/tat/validation-*
+    - split: test
+      path: data/tat/test-*
 - config_name: tir
   data_files:
-  - split: validation
-    path: tir/validation-*
-  - split: test
-    path: tir/test-*
+    - split: validation
+      path: data/tir/validation-*
+    - split: test
+      path: data/tir/test-*
 - config_name: ukr
   data_files:
-  - split: validation
-    path: ukr/validation-*
-  - split: test
-    path: ukr/test-*
+    - split: validation
+      path: data/ukr/validation-*
+    - split: test
+      path: data/ukr/test-*
 - config_name: vmw
   data_files:
-  - split: validation
-    path: vmw/validation-*
-  - split: test
-    path: vmw/test-*
+    - split: validation
+      path: data/vmw/validation-*
+    - split: test
+      path: data/vmw/test-*
 - config_name: xho
   data_files:
-  - split: validation
-    path: xho/validation-*
-  - split: test
-    path: xho/test-*
+    - split: validation
+      path: data/xho/validation-*
+    - split: test
+      path: data/xho/test-*
 - config_name: yor
   data_files:
-  - split: validation
-    path: yor/validation-*
-  - split: test
-    path: yor/test-*
+    - split: validation
+      path: data/yor/validation-*
+    - split: test
+      path: data/yor/test-*
 - config_name: zul
   data_files:
-  - split: validation
-    path: zul/validation-*
-  - split: test
-    path: zul/test-*
----
-# Dataset Card for "EmotionAnalysisFinal"
-
----
-# ---------- REQUIRED METADATA ----------
-license: cc-by-sa-4.0          # Change if your licence differs
-pretty_name: EmotionAnalysisFinal
-tags:
-  - semeval-2025-task-11
-  - cross-lingual-emotion-detection
-task_categories:
-  - text-classification
-task_ids:
-  - emotion-detection
-multilinguality:
-  - multilingual
-# List every language code that has a config
-language:
-  - afr   # Afrikaans
-  - arq   # Algerian Arabic
-  - amh   # Amharic
-  - chn   # Mandarin Chinese
-  - vmw   # Emakhuwa
-  - eng   # English
-  - deu   # German
-  - hau   # Hausa
-  - hin   # Hindi
-  - ibo   # Igbo
-  - ind   # Indonesian
-  - xho   # isiXhosa
-  - zul   # isiZulu
-  - jav   # Javanese
-  - kin   # Kinyarwanda
-  - mar   # Marathi
-  - ary   # Moroccan Arabic
-  - pcm   # Nigerian-Pidgin
-  - orm   # Oromo
-  - ptbr  # Portuguese (Brazil)
-  - ptmz  # Portuguese (Mozambique)
-  - ron   # Romanian
-  - rus   # Russian
-  - som   # Somali
-  - esp   # Spanish (LatAm)
-  - sun   # Sundanese
-  - swa   # Swahili
-  - swe   # Swedish
-  - tat   # Tatar
-  - tir   # Tigrinya
-  - ukr   # Ukrainian
-  - yor   # Yoruba
-
-# ---------- DATA FILE LOCATIONS ----------
-#  Only dev (=validation) and test splits are available for Track C.
-configs:
-{% for subset in [
-    "afr","arq","amh","chn","vmw","eng","deu","hau","hin",
-    "ibo","ind","xho","zul","jav","kin","mar","ary","pcm",
-    "orm","ptbr","ptmz","ron","rus","som","esp","sun","swa",
-    "swe","tat","tir","ukr","yor"
-] %}
-- config_name: {{ subset }}
-  data_files:
-    - split: validation   # dev split in the original release
-      path: data/{{ subset }}/dev.csv
+    - split: validation
+      path: data/zul/validation-*
     - split: test
-      path: data/{{ subset }}/test.csv
-{% endfor %}
+      path: data/zul/test-*
 ---
 
 # Dataset Card for **EmotionAnalysisFinal**
 
-`EmotionAnalysisFinal` is the official release of the **SemEval-2025 Task 11, Track C** cross-lingual emotion-detection benchmark.  
-Each language-specific configuration contains:
-
-| Split        | # instances | Notes |
-|--------------|------------|-------|
-| `validation` | *≈1 000*    | Former “dev” split used during the task |
-| `test`       | *≈1 000*    | Gold labels released after evaluation  |
+`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.
 
-The annotation schema is **multi-label** over six basic emotions: *anger, disgust, fear, joy, sadness,* and *surprise*.
+Each language-specific configuration (subset) contains `validation` and `test` splits.
 
-## Quick start
+| 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 |
 
-```python
-from datasets import load_dataset
+## Languages and Configuration Names
 
-# Load Yoruba test split
-ds_test = load_dataset(
-    "llama-lang-adapt/EmotionAnalysisFinal",
-    "yor",
-    split="test"
-)
-print(ds_test[0])
+The dataset supports the following languages, accessible via their ISO 639-3 or custom codes as configuration names: