Create README.md

README.md

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+---
+license: apache-2.0
+task_categories:
+- question-answering
+---
+Arabic QA dataset follows the SQuAD format:
+
+file.json
+├── "data"
+│   └── [i]
+│       ├── "paragraphs"
+│       │   └── [j]
+│       │       ├── "context": "paragraph text"
+│       │       └── "qas"
+│       │           └── [k]
+│       │               ├── "answers"
+│       │               │   └── [l]
+│       │               │       ├── "answer_start": N
+│       │               │       └── "text": "answer"
+│       │               ├── "id": "<uuid>"
+│       │               └── "question": "paragraph question?"
+│       └── "title": "document id"
+└── "version": XXX
+
+
+Arabic-SQuAD: consists of 48,344 questions in 10,364 paragraphs. Note that Arabic-SQuAD is translated from English SQuAD