Update README.md

README.md

@@ -8,49 +8,47 @@ tags:
 task_categories:
   - text-classification
 task_ids:
-  - multi-label-classification # Corrected from "emotion-detection"
+  - emotion-detection
 multilinguality:
   - multilingual
+# List every language code that has a config
+# Based on the dataset_info provided
 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
+  - 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 ----------
-#  CHOOSE THE CORRECT CONFIGS BLOCK (A or B) BASED ON YOUR FILE STRUCTURE FROM STEP 1
-#  AND DELETE THE OTHER ONE BEFORE SAVING THE README.MD
-
-# ==============================================================================
-# VERSION A: Use this block if your files are structured as: data/<lang_code>/<split_name>-*
-# For example: data/afr/validation-00000-of-00001.parquet
-# ==============================================================================
+#  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:
@@ -232,211 +230,6 @@ configs:
       path: data/zul/validation-*
     - split: test
       path: data/zul/test-*
-# ==============================================================================
-# END OF VERSION A
-# ==============================================================================
-
-
-# ==============================================================================
-# VERSION B: Use this block if your files are structured as: <lang_code>/<split_name>-*
-# For example: afr/validation-00000-of-00001.parquet (NO "data/" prefix)
-# ==============================================================================
-# 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: 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-*
-# - 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-*
-# ==============================================================================
-# END OF VERSION B
-# ==============================================================================
 ---
 
 # Dataset Card for **EmotionAnalysisFinal**
@@ -454,32 +247,4 @@ Each language-specific configuration (subset) contains `validation` and `test` s
 
 ## 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`:
-
-```python
-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])
+The dataset supports the following languages, accessible via their ISO 639-3 or custom codes as configuration names: