
# Dataset Card for [Dataset Name]

## 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

- **Repository:** https://github.com/DavidGrangier/wikipedia-biography-dataset
- **Paper:** https://arxiv.org/pdf/1603.07771.pdf
- **GitHub:** https://github.com/DavidGrangier/wikipedia-biography-dataset

### Dataset Summary

This Dataset contains 728321 biographies extracted from Wikipedia containing the first paragraph of the biography and the tabular infobox.
### Supported Tasks and Leaderboards

The main purpose of this dataset is developing text generation models.

### Languages

English.

## Dataset Structure

### Data Instances

More Information Needed

### Data Fields

The structure of a single sample is the following:
```json
{
   "input_text":{
      "context":"pope michael iii of alexandria\n",
      "table":{
         "column_header":[
            "type",
            "ended",
            "death_date",
            "title",
            "enthroned",
            "name",
            "buried",
            "religion",
            "predecessor",
            "nationality",
            "article_title",
            "feast_day",
            "birth_place",
            "residence",
            "successor"
         ],
         "content":[
            "pope",
            "16 march 907",
            "16 march 907",
            "56th of st. mark pope of alexandria & patriarch of the see",
            "25 april 880",
            "michael iii of alexandria",
            "monastery of saint macarius the great",
            "coptic orthodox christian",
            "shenouda i",
            "egyptian",
            "pope michael iii of alexandria\n",
            "16 -rrb- march -lrb- 20 baramhat in the coptic calendar",
            "egypt",
            "saint mark 's church",
            "gabriel i"
         ],
         "row_number":[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
      }
   },
   "target_text":"pope michael iii of alexandria -lrb- also known as khail iii -rrb- was the coptic pope of alexandria and patriarch of the see of st. mark -lrb- 880 -- 907 -rrb- .\nin 882 , the governor of egypt , ahmad ibn tulun , forced khail to pay heavy contributions , forcing him to sell a church and some attached properties to the local jewish community .\nthis building was at one time believed to have later become the site of the cairo geniza .\n"
}
```
where, in the `"table"` field, all the information of the Wikpedia infobox is stored (the header of the infobox is stored in `"column_header"` and the information in the `"content"` field).
### Data Splits

- Train: 582659 samples.
- Test: 72831 samples.
- Validation: 72831 samples.
## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data
This dataset was announced in the paper <em>Neural Text Generation from Structured Data with Application to the Biography Domain</em> [(arxiv link)](https://arxiv.org/pdf/1603.07771.pdf) and is stored in [this](https://github.com/DavidGrangier/wikipedia-biography-dataset) repo (owned by DavidGrangier).
#### 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

This dataset is ditributed under Creative Comons CC BY-SA 3.0 License.
### Citation Information

For refering the original paper in BibTex format:

```
@article{DBLP:journals/corr/LebretGA16,
  author    = {R{\'{e}}mi Lebret and
               David Grangier and
               Michael Auli},
  title     = {Generating Text from Structured Data with Application to the Biography
               Domain},
  journal   = {CoRR},
  volume    = {abs/1603.07771},
  year      = {2016},
  url       = {http://arxiv.org/abs/1603.07771},
  archivePrefix = {arXiv},
  eprint    = {1603.07771},
  timestamp = {Mon, 13 Aug 2018 16:48:30 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/LebretGA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
```

### Contributions

Thanks to [@alejandrocros](https://github.com/alejandrocros) for adding this dataset.
task_categories:table-to-text annotations_creators:found language_creators:found multilinguality:monolingual size_categories:100K<n<1M source_datasets:original language:en license:cc-by-sa-3.0 arxiv:1603.07771 region:us
{"annotations_creators": ["found"], "language_creators": ["found"], "language": ["en"], "license": ["cc-by-sa-3.0"], "multilinguality": ["monolingual"], "size_categories": ["100K<n<1M"], "source_datasets": ["original"], "task_categories": ["table-to-text"], "task_ids": [], "paperswithcode_id": "wikibio", "pretty_name": "WikiBio", "dataset_info": {"features": [{"name": "input_text", "struct": [{"name": "table", "sequence": [{"name": "column_header", "dtype": "string"}, {"name": "row_number", "dtype": "int16"}, {"name": "content", "dtype": "string"}]}, {"name": "context", "dtype": "string"}]}, {"name": "target_text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 619269257, "num_examples": 582659}, {"name": "test", "num_bytes": 77264695, "num_examples": 72831}, {"name": "val", "num_bytes": 77335069, "num_examples": 72831}], "download_size": 333998704, "dataset_size": 773869021}}
TAGS
#task_categories-table-to-text #annotations_creators-found #language_creators-found #multilinguality-monolingual #size_categories-100K<n<1M #source_datasets-original #language-English #license-cc-by-sa-3.0 #arxiv-1603.07771 #region-us 


# Dataset Card for [Dataset Name]

## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
  - Data Splits
- Dataset Creation
  - Curation Rationale
  - Source Data
  - Annotations
  - Personal and Sensitive Information
- Considerations for Using the Data
  - Social Impact of Dataset
  - Discussion of Biases
  - Other Known Limitations
- Additional Information
  - Dataset Curators
  - Licensing Information
  - Citation Information
  - Contributions

## Dataset Description

- Repository: URL
- Paper: URL
- GitHub: URL

### Dataset Summary

This Dataset contains 728321 biographies extracted from Wikipedia containing the first paragraph of the biography and the tabular infobox.
### Supported Tasks and Leaderboards

The main purpose of this dataset is developing text generation models.

### Languages

English.

## Dataset Structure

### Data Instances



### Data Fields

The structure of a single sample is the following:

where, in the '"table"' field, all the information of the Wikpedia infobox is stored (the header of the infobox is stored in '"column_header"' and the information in the '"content"' field).
### Data Splits

- Train: 582659 samples.
- Test: 72831 samples.
- Validation: 72831 samples.
## Dataset Creation

### Curation Rationale



### Source Data
This dataset was announced in the paper <em>Neural Text Generation from Structured Data with Application to the Biography Domain</em> (arxiv link) and is stored in this repo (owned by DavidGrangier).
#### Initial Data Collection and Normalization



#### Who are the source language producers?



### Annotations

#### Annotation process



#### Who are the annotators?



### Personal and Sensitive Information



## Considerations for Using the Data

### Social Impact of Dataset



### Discussion of Biases



### Other Known Limitations



## Additional Information

### Dataset Curators



### Licensing Information

This dataset is ditributed under Creative Comons CC BY-SA 3.0 License.


For refering the original paper in BibTex format:



### Contributions

Thanks to @alejandrocros for adding this dataset.
# Dataset Card for [Dataset Name] ## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
  - Data Splits
- Dataset Creation
  - Curation Rationale
  - Source Data
  - Annotations
  - Personal and Sensitive Information
- Considerations for Using the Data
  - Social Impact of Dataset
  - Discussion of Biases
  - Other Known Limitations
- Additional Information
  - Dataset Curators
  - Licensing Information
  - Citation Information
  - Contributions ## Dataset Description

- Repository: URL
- Paper: URL
- GitHub: URL ### Dataset Summary

This Dataset contains 728321 biographies extracted from Wikipedia containing the first paragraph of the biography and the tabular infobox. ### Supported Tasks and Leaderboards

The main purpose of this dataset is developing text generation models. ### Languages

English. ## Dataset Structure ### Data Instances ### Data Fields

The structure of a single sample is the following:

where, in the '"table"' field, all the information of the Wikpedia infobox is stored (the header of the infobox is stored in '"column_header"' and the information in the '"content"' field). ### Data Splits

- Train: 582659 samples.
- Test: 72831 samples.
- Validation: 72831 samples. ## Dataset Creation ### Curation Rationale ### Source Data
This dataset was announced in the paper <em>Neural Text Generation from Structured Data with Application to the Biography Domain</em> (arxiv link) and is stored in this repo (owned by DavidGrangier). #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### Personal and Sensitive Information ## Considerations for Using the Data ### Social Impact of Dataset ### Discussion of Biases ### Other Known Limitations ## Additional Information ### Dataset Curators ### Licensing Information

This dataset is ditributed under Creative Comons CC BY-SA 3.0 License.


For refering the original paper in BibTex format: ### Contributions

Thanks to @alejandrocros for adding this dataset.
TAGS
#task_categories-table-to-text #annotations_creators-found #language_creators-found #multilinguality-monolingual #size_categories-100K<n<1M #source_datasets-original #language-English #license-cc-by-sa-3.0 #arxiv-1603.07771 #region-us 
 # Dataset Card for [Dataset Name] ## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
  - Data Splits
- Dataset Creation
  - Curation Rationale
  - Source Data
  - Annotations
  - Personal and Sensitive Information
- Considerations for Using the Data
  - Social Impact of Dataset
  - Discussion of Biases
  - Other Known Limitations
- Additional Information
  - Dataset Curators
  - Licensing Information
  - Citation Information
  - Contributions ## Dataset Description

- Repository: URL
- Paper: URL
- GitHub: URL ### Dataset Summary

This Dataset contains 728321 biographies extracted from Wikipedia containing the first paragraph of the biography and the tabular infobox. ### Supported Tasks and Leaderboards

The main purpose of this dataset is developing text generation models. ### Languages

English. ## Dataset Structure ### Data Instances ### Data Fields

The structure of a single sample is the following:

where, in the '"table"' field, all the information of the Wikpedia infobox is stored (the header of the infobox is stored in '"column_header"' and the information in the '"content"' field). ### Data Splits

- Train: 582659 samples.
- Test: 72831 samples.
- Validation: 72831 samples. ## Dataset Creation ### Curation Rationale ### Source Data
This dataset was announced in the paper <em>Neural Text Generation from Structured Data with Application to the Biography Domain</em> (arxiv link) and is stored in this repo (owned by DavidGrangier). #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### Personal and Sensitive Information ## Considerations for Using the Data ### Social Impact of Dataset ### Discussion of Biases ### Other Known Limitations ## Additional Information ### Dataset Curators ### Licensing Information

This dataset is ditributed under Creative Comons CC BY-SA 3.0 License.


For refering the original paper in BibTex format: ### Contributions

Thanks to @alejandrocros for adding this dataset.