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README.md

@@ -3,17 +3,21 @@ license: cc-by-nc-sa-4.0
 task_categories:
   - text-classification
   - question-answering
+  - multiple-choice-question
 language:
   - ar
 tags:
   - MMLU
-  - exams
-  - BoolQ
+  - reading-comprehension
+  - commonsense-reasoning
+  - capabilities
+  - cultural-understanding
+  - world-knowledge
 pretty_name: 'AraDiCE -- Arabic Dialect and Cultural Evaluation'
 size_categories:
   - 10K<n<100K
 dataset_info:
-- config_name: ArabicMMLU-egy
+- config_name: ArabicMMLU-lev
   splits:
     - name: test
       num_examples: 14455
@@ -21,15 +25,167 @@ dataset_info:
   splits:
     - name: test
       num_examples: 14455
+- config_name: PIQA-msa
+  splits:
+    - name: test
+      num_examples: 1838
+- config_name: PIQA-lev
+  splits:
+    - name: test
+      num_examples: 1838
+- config_name: PIQA-egy
+  splits:
+    - name: test
+      num_examples: 1838
+- config_name: OBQA-msa
+  splits:
+    - name: test
+      num_examples: 497
+- config_name: OBQA-lev
+  splits:
+    - name: test
+      num_examples: 497
+- config_name: OBQA-egy
+  splits:
+    - name: test
+      num_examples: 497
+- config_name: Winogrande-msa
+  splits:
+    - name: test
+      num_examples: 1267
+- config_name: Winogrande-lev
+  splits:
+    - name: test
+      num_examples: 1267
+- config_name: Winogrande-egy
+  splits:
+    - name: test
+      num_examples: 1267
+- config_name: TruthfulQA-msa
+  splits:
+    - name: test
+      num_examples: 780
+- config_name: TruthfulQA-lev
+  splits:
+    - name: test
+      num_examples: 780
+- config_name: TruthfulQA-egy
+  splits:
+    - name: test
+      num_examples: 780
+- config_name: BoolQ-msa
+  splits:
+    - name: test
+      num_examples: 892
+- config_name: BoolQ-lev
+  splits:
+    - name: test
+      num_examples: 892
+- config_name: BoolQ-egy
+  splits:
+    - name: test
+      num_examples: 892
+- config_name: BoolQ-eng
+  splits:
+    - name: test
+      num_examples: 892
+- config_name: AraDiCE-Culture-glf
+  splits:
+    - name: test
+      num_examples: 30
+- config_name: AraDiCE-Culture-lev
+  splits:
+    - name: test
+      num_examples: 120
+- config_name: AraDiCE-Culture-egy
+  splits:
+    - name: test
+      num_examples: 30      
 configs:
 - config_name: ArabicMMLU-egy
   data_files:
     - split: test
       path: ArabicMMLU_egy/test.json
-- config_name: ArabicMMLU-lev
+- config_name: ArabicMMLU-egy
   data_files:
     - split: test
       path: ArabicMMLU_lev/test.json
+- config_name: PIQA-msa
+  data_files:
+    - split: test
+      path: PIQA_msa/test.json
+- config_name: PIQA-lev
+  data_files:
+    - split: test
+      path: PIQA_lev/test.json
+- config_name: PIQA-egy
+  data_files:
+    - split: test
+      path: PIQA_egy/test.json
+- config_name: OBQA-msa
+  data_files:
+    - split: test
+      path: OBQA_msa/test.json
+- config_name: PIQA-lev
+  data_files:
+    - split: test
+      path: OBQA_lev/test.json
+- config_name: PIQA-egy
+  data_files:
+    - split: test
+      path: OBQA_egy/test.json
+- config_name: Winogrande-msa
+  data_files:
+    - split: test
+      path: Winogrande_msa/test.json
+- config_name: Winogrande-lev
+  data_files:
+    - split: test
+      path: Winogrande_lev/test.json
+- config_name: Winogrande-egy
+  data_files:
+    - split: test
+      path: Winogrande_egy/test.json
+- config_name: TruthfulQA-msa
+  data_files:
+    - split: test
+      path: TruthfulQA_msa/test.json
+- config_name: TruthfulQA-lev
+  data_files:
+    - split: test
+      path: TruthfulQA_lev/test.json
+- config_name: TruthfulQA-egy
+  data_files:
+    - split: test
+      path: TruthfulQA_egy/test.json
+- config_name: BoolQ-msa
+  data_files:
+    - split: test
+      path: BoolQ_msa/test.json
+- config_name: BoolQ-lev
+  data_files:
+    - split: test
+      path: BoolQ_lev/test.json
+- config_name: BoolQ-egy
+  data_files:
+    - split: test
+      path: BoolQ_egy/test.json
+- config_name: BoolQ-eng
+  data_files:
+    - split: test
+      path: BoolQ_eng/test.json
+- config_name: AraDiCE-Culture-glf
+  data_files:
+    - split: test
+      path: AraDiCE-Culture_glf/test.json
+- config_name: AraDiCE-Culture-lev
+  data_files:
+    - split: test
+      path: AraDiCE-Culture_lev/test.json
+- config_name: AraDiCE-Culture-egy
+  data_files:
+    - split: test
+      path: AraDiCE-Culture_egy/test.json
 ---
 
 # AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs
@@ -40,12 +196,19 @@ The **AraDiCE** dataset is designed to evaluate dialectal and cultural capabilit
 
 As part of the supplemental materials, we have selected a few datasets (see below) for the reader to review. We will make the full AraDiCE benchmarking suite publicly available to the community.
 
-## File/Directory
+<!-- ## File/Directory
 
 TO DO:
 
 - **licenses_by-nc-sa_4.0_legalcode.txt** License information.
-- **README.md** This file.
+- **README.md** This file. -->
+## Dataset Statistics
+
+The datasets used in this study include: *i)* four existing Arabic datasets for understanding and generation: *Arabic Dialects Dataset (ADD)*, *ADI*, *QADI*, along with a dialectal response generation dataset, and *MADAR*; *ii)* seven datasets translated and post-edited into MSA and dialects (Levantine and Egyptian), which include *ArabicMMLU*, *BoolQ*, *PIQA*, *OBQA*, *Winogrande*, *Belebele*, and *TruthfulQA*; and *iii)* *AraDiCE-Culture*, an in-house developed regional Arabic cultural understanding dataset. Please find below the types of dataset and their statistics benchmarked in **AraDiCE**.
+
+<p align="left"> <img src="./benchmarking_tasks_datasets.png" style="width: 40%;" id="title-icon"> </p>
+
+<p align="left"> <img src="./data_stat_table.png" style="width: 40%;" id="title-icon"> </p>
 
 
 ## Dataset Usage
@@ -63,6 +226,7 @@ The dataset is distributed under the **Creative Commons Attribution-NonCommercia
 
 
 ## Citation
+Please find the paper <a href="https://arxiv.org/pdf/2409.11404/" target="_blank" style="margin-right: 15px; margin-left: 10px">here.</a>
 
 ```
 @article{mousi2024aradicebenchmarksdialectalcultural,