Fix missing tags in dataset cards (#4931)

Commit from https://github.com/huggingface/datasets/commit/303e906e6c2aeb6821af23264ffb2e653a65aa86

README.md

@@ -1,8 +1,24 @@
 ---
+annotations_creators:
+- crowdsourced
 language:
 - en
+language_creators:
+- found
+license:
+- other
+multilinguality:
+- monolingual
+pretty_name: WikiQA
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+task_categories:
+- question-answering
+task_ids:
+- open-domain-qa
 paperswithcode_id: wikiqa
-pretty_name: Wikipedia open-domain Question Answering
 ---
 
 # Dataset Card for "wiki_qa"
@@ -35,7 +51,7 @@ pretty_name: Wikipedia open-domain Question Answering
 
 - **Homepage:** [https://www.microsoft.com/en-us/download/details.aspx?id=52419](https://www.microsoft.com/en-us/download/details.aspx?id=52419)
 - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [WikiQA: A Challenge Dataset for Open-Domain Question Answering](https://aclanthology.org/D15-1237/)
 - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 - **Size of downloaded dataset files:** 6.77 MB
 - **Size of the generated dataset:** 6.10 MB
@@ -43,7 +59,9 @@ pretty_name: Wikipedia open-domain Question Answering
 
 ### Dataset Summary
 
-Wiki Question Answering corpus from Microsoft
+Wiki Question Answering corpus from Microsoft.
+
+The WikiQA corpus is a publicly available set of question and sentence pairs, collected and annotated for research on open-domain question answering.
 
 ### Supported Tasks and Leaderboards
 
@@ -143,23 +161,130 @@ The data fields are the same among all splits.
 
 ### Licensing Information
 
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+MICROSOFT RESEARCH DATA LICENSE AGREEMENT
+FOR
+MICROSOFT RESEARCH WIKIQA CORPUS
+
+These license terms are an agreement between Microsoft Corporation (or based on where you live, one of its
+affiliates) and you. Please read them. They apply to the data associated with this license above, which includes
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+- updates,
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+for this data, unless other terms accompany those items. If so, those terms apply.
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+If you comply with these license terms, you have the rights below.
+
+1. SCOPE OF LICENSE.
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 ### Citation Information
 
 ```
-@InProceedings{YangYihMeek:EMNLP2015:WikiQA,
-       author = {{Yi}, Yang and {Wen-tau},  Yih and {Christopher} Meek},
-        title = "{WikiQA: A Challenge Dataset for Open-Domain Question Answering}",
-      journal = {Association for Computational Linguistics},
-         year = 2015,
-          doi = {10.18653/v1/D15-1237},
-        pages = {2013–2018},
+@inproceedings{yang-etal-2015-wikiqa,
+    title = "{W}iki{QA}: A Challenge Dataset for Open-Domain Question Answering",
+    author = "Yang, Yi  and
+      Yih, Wen-tau  and
+      Meek, Christopher",
+    booktitle = "Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing",
+    month = sep,
+    year = "2015",
+    address = "Lisbon, Portugal",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/D15-1237",
+    doi = "10.18653/v1/D15-1237",
+    pages = "2013--2018",
 }
-
 ```
 
-
 ### Contributions
 
 Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf) for adding this dataset.