Update README.md

README.md

@@ -1,3 +1,164 @@
 ---
-license: mit
+annotations_creators:
+- other
+language_creators:
+- found
+language:
+- en
+license:
+- cc-by-4.0
+multilinguality:
+- multilingual
+paperswithcode_id: null
+pretty_name: "wikipedia pages chunked for fill-mask"
+size_categories:
+- 10M<n<100M
+source_datasets:
+- original
+task_categories:
+- fill-mask
+
 ---
+
+# preprocessed version of rcds/wikipedia-persons-masked
+
+## Table of Contents
+
+- [Table of Contents](#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 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:**
+- **Repository:** 
+- **Paper:** 
+- **Leaderboard:**
+- **Point of Contact:**
+
+### Dataset Summary
+
+Contains ~70k pages from wikipedia, each describing a person. For each page, the person described in the text
+is masked with a <mask> token. The ground truth for every mask is provided.
+Each row contains a part of a wiki page, specified by the size parameter which limits the maximum size in number of tokens per text chunk.
+for each chunk the expected name for each mask is given.
+
+### Supported Tasks and Leaderboards
+
+The dataset supports the tasks of fill-mask, but can also be used for other tasks such as question answering,
+e.g. "Who is <mask>?"
+
+### Languages
+
+*english only*
+
+## Dataset Structure
+
+In /data find different versions of the full dataset, with original and paraphrased versions as well as chunked to 4096 and 512 tokens.
+
+Use the dataset like this:
+```python
+from datasets import load_dataset
+
+dataset = load_dataset('rcds/wikipedia-persons-masked', split='train', type='original', size='512')
+```
+
+### Data Fields
+
+Columns are:
+- texts: the text chunks
+- masks: the names for each of the masks in the chunks
+
+### Data Splits
+
+There are no splits, only a default train.
+
+## Dataset Creation
+
+Created by using the tokenizer from allenai/longformer-base-4096 for the 4096 token per chunk version,
+and the xml-roberta-large tokenizer for the 512 token version. Chunks are split to fit those token sizes,
+with the splits ensuring no words are split in half.
+Possible improvements: Last chunk of a page might be much shorter, could join part of the previous one to have more tokens
+in the last chunk.
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+```
+TODO add citation
+```
+
+### Contributions
+
+Thanks to [@skatinger](https://github.com/skatinger) for adding this dataset.