| | --- |
| | 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 |
| | --- |
| | |
| | # 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. |
