Create README.md

README.md

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+---
+license: cc-by-4.0
+pretty_name: SQuAD with QG split.
+language: en
+multilinguality: monolingual
+size_categories: 1M<
+source_datasets:
+- extended|wikipedia
+task_categories:
+- question-answering
+task_ids:
+- extractive-qa
+---
+
+# Dataset Card for "lmqg/qa_squad"
+
+## Dataset Description
+- **Repository:** [https://github.com/asahi417/lm-question-generation](https://github.com/asahi417/lm-question-generation)
+- **Paper:** [https://rajpurkar.github.io/SQuAD-explorer/](https://rajpurkar.github.io/SQuAD-explorer/)
+- **Point of Contact:** [Asahi Ushio](http://asahiushio.com/)
+
+### Dataset Summary
+This is the SQuAD v1 dataset with the train/validatio/test split used in [qg_squad](https://huggingface.co/datasets/lmqg/qg_squad).
+
+
+### Supported Tasks and Leaderboards
+* `question-answering`
+
+### Languages
+English (en)
+
+## Dataset Structure
+
+### Data Fields
+The data fields are the same among all splits.
+
+#### plain_text
+
+- `id`: a `string` feature of id
+- `title`: a `string` feature of title of the paragraph 
+- `context`: a `string` feature of paragraph 
+- `question`: a `string` feature of question
+- `answers`: a `json` feature of answers
+
+### Data Splits
+
+|train    |validation|test    |
+|--------:|---------:|-------:|
+|1,204,925|    30,293|  24,473|
+
+## Citation Information
+
+```
+
+@article{2016arXiv160605250R,
+       author = {{Rajpurkar}, Pranav and {Zhang}, Jian and {Lopyrev},
+                 Konstantin and {Liang}, Percy},
+        title = "{SQuAD: 100,000+ Questions for Machine Comprehension of Text}",
+      journal = {arXiv e-prints},
+         year = 2016,
+          eid = {arXiv:1606.05250},
+        pages = {arXiv:1606.05250},
+archivePrefix = {arXiv},
+       eprint = {1606.05250},
+}
+
+```