Update README.md

README.md

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 license: mit
+language:
+- en
+paperswithcode_id: embedding-data/WikiAnswers
+pretty_name: WikiAnswers
 ---
+
+# Dataset Card for "WikiAnswers"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+  
+## Dataset Description
+
+- **Homepage:** [https://github.com/afader/oqa#wikianswers-corpus](https://github.com/afader/oqa#wikianswers-corpus)
+- **Repository:** [More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+- **Paper:** [More Information Needed](https://doi.org/10.1145/2623330.2623677)
+- **Point of Contact:** [Anthony Fader](https://dl.acm.org/profile/81324489111), [Luke Zettlemoyer](https://dl.acm.org/profile/81100527621), [Oren Etzioni](https://dl.acm.org/profile/99658633129)
+
+### Dataset Summary
+The WikiAnswers corpus contains clusters of questions tagged by WikiAnswers users as paraphrases. 
+Each cluster optionally contains an answer provided by WikiAnswers users. There are 30,370,994 clusters containing an average of 25 questions per cluster. 3,386,256 (11%) of the clusters have an answer.
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Languages
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+## Dataset Structure
+
+### Data Instances
+
+### Data Fields
+
+### Data Splits
+
+The data can be downloaded from: [http://knowitall.cs.washington.edu/oqa/data/wikianswers/](http://knowitall.cs.washington.edu/oqa/data/wikianswers/). 
+The corpus is split into 40 gzip-compressed files. The total compressed filesize is 8GB; the total decompressed filesize is 40GB. 
+Each file contains one cluster per line. Each cluster is a tab-separated list of questions and answers. 
+Questions are prefixed by q: and answers are prefixed by a:. Here is an example cluster (tabs replaced with newlines):
+
+q:How many muslims make up indias 1 billion population?
+q:How many of india's population are muslim?
+q:How many populations of muslims in india?
+q:What is population of muslims in india?
+a:Over 160 million Muslims per Pew Forum Study as of October 2009.
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+#### Who are the source language producers?
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+#### Who are the annotators?
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Personal and Sensitive Information
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Discussion of Biases
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Other Known Limitations
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Licensing Information
+
+[More Information Needed](https://github.com/afader/oqa#wikianswers-corpus)
+
+### Citation Information
+
+```
+@inproceedings{Fader14,
+    author    = {Anthony Fader and Luke Zettlemoyer and Oren Etzioni},
+    title     = {{Open Question Answering Over Curated and Extracted
+                Knowledge Bases}},
+    booktitle = {KDD},
+    year      = {2014}
+}
+```
+
+
+### Contributions
+
+Thanks to [Anthony Fader](https://dl.acm.org/profile/81324489111), [Luke Zettlemoyer](https://dl.acm.org/profile/81100527621), [Oren Etzioni](https://dl.acm.org/profile/99658633129) for adding this dataset.
+