|
--- |
|
annotations_creators: |
|
- expert-generated |
|
language_creators: |
|
- found |
|
languages: |
|
- en |
|
licenses: |
|
- cc-by-sa-3-0 |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
- 100K<n<1M |
|
source_datasets: |
|
- original |
|
task_categories: |
|
- conditional-text-generation |
|
task_ids: |
|
- table-to-text |
|
--- |
|
|
|
# Dataset Card Creation Guide |
|
|
|
## Table of Contents |
|
- [Dataset Description](#dataset-description) |
|
- [Dataset Summary](#dataset-summary) |
|
- [Supported Tasks](#supported-tasks-and-leaderboards) |
|
- [Languages](#languages) |
|
- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-instances) |
|
- [Data Splits](#data-instances) |
|
- [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:** None |
|
- **Repository:** https://github.com/google-research-datasets/ToTTo |
|
- **Paper:** https://arxiv.org/abs/2004.14373 |
|
- **Leaderboard:** https://github.com/google-research-datasets/ToTTo#leaderboard |
|
- **Point of Contact:** totto@google.com |
|
|
|
### Dataset Summary |
|
|
|
[More Information Needed] |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed] |
|
|
|
### Languages |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
``` |
|
DatasetDict({ |
|
train: Dataset({ |
|
features: ['id', 'table_page_title', 'table_webpage_url', 'table_section_title', 'table_section_text', 'table', 'highlighted_cells', 'example_id', 'sentence_annotations', 'overlap_subset'], |
|
num_rows: 120761 |
|
}) |
|
validation: Dataset({ |
|
features: ['id', 'table_page_title', 'table_webpage_url', 'table_section_title', 'table_section_text', 'table', 'highlighted_cells', 'example_id', 'sentence_annotations', 'overlap_subset'], |
|
num_rows: 7700 |
|
}) |
|
test: Dataset({ |
|
features: ['id', 'table_page_title', 'table_webpage_url', 'table_section_title', 'table_section_text', 'table', 'highlighted_cells', 'example_id', 'sentence_annotations', 'overlap_subset'], |
|
num_rows: 7700 |
|
}) |
|
}) |
|
``` |
|
|
|
### Data Fields |
|
|
|
A sample training set is provided below |
|
|
|
``` |
|
{'example_id': '1762238357686640028', |
|
'highlighted_cells': [[13, 2]], |
|
'id': 0, |
|
'overlap_subset': 'none', |
|
'sentence_annotations': {'final_sentence': ['A Favorita is the telenovela aired in the 9 pm timeslot.'], |
|
'original_sentence': ['It is also the first telenovela by the writer to air in the 9 pm timeslot.'], |
|
'sentence_after_ambiguity': ['A Favorita is the telenovela aired in the 9 pm timeslot.'], |
|
'sentence_after_deletion': ['It is the telenovela air in the 9 pm timeslot.']}, |
|
'table': [[{'column_span': 1, 'is_header': True, 'row_span': 1, 'value': '#'}, |
|
{'column_span': 1, 'is_header': True, 'row_span': 1, 'value': 'Run'}, |
|
{'column_span': 1, 'is_header': True, 'row_span': 1, 'value': 'Title'}, |
|
{'column_span': 1, 'is_header': True, 'row_span': 1, 'value': 'Chapters'}, |
|
{'column_span': 1, 'is_header': True, 'row_span': 1, 'value': 'Author'}, |
|
{'column_span': 1, 'is_header': True, 'row_span': 1, 'value': 'Director'}, |
|
{'column_span': 1, |
|
'is_header': True, |
|
'row_span': 1, |
|
'value': 'Ibope Rating'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '59'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'June 5, 2000— February 2, 2001'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Laços de Família'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '209'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Manoel Carlos'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Ricardo Waddington'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '44.9'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '60'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'February 5, 2001— September 28, 2001'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Porto dos Milagres'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '203'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Aguinaldo Silva Ricardo Linhares'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Marcos Paulo Simões'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '44.6'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '61'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'October 1, 2001— June 14, 2002'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': 'O Clone'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '221'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Glória Perez'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Jayme Monjardim'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '47.0'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '62'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'June 17, 2002— February 14, 2003'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': 'Esperança'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '209'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Benedito Ruy Barbosa'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Luiz Fernando'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '37.7'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '63'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'February 17, 2003— October 10, 2003'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Mulheres Apaixonadas'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '203'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Manoel Carlos'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Ricardo Waddington'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '46.6'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '64'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'October 13, 2003— June 25, 2004'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Celebridade'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '221'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Gilberto Braga'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Dennis Carvalho'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '46.0'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '65'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'June 28, 2004— March 11, 2005'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Senhora do Destino'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '221'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Aguinaldo Silva'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': 'Wolf Maya'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '50.4'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '66'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'March 14, 2005— November 4, 2005'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': 'América'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '203'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Glória Perez'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Jayme Monjardim Marcos Schechtman'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '49.4'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '67'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'November 7, 2005— July 7, 2006'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': 'Belíssima'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '209'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Sílvio de Abreu'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Denise Saraceni'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '48.5'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '68'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'July 10, 2006— March 2, 2007'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Páginas da Vida'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '203'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Manoel Carlos'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Jayme Monjardim'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '46.8'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '69'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'March 5, 2007— September 28, 2007'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Paraíso Tropical'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '179'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Gilberto Braga Ricardo Linhares'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Dennis Carvalho'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '42.8'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '70'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'October 1, 2007— May 31, 2008'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Duas Caras'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '210'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Aguinaldo Silva'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': 'Wolf Maya'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '41.1'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '71'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'June 2, 2008— January 16, 2009'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'A Favorita'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '197'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'João Emanuel Carneiro'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Ricardo Waddington'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '39.5'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '72'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'January 19, 2009— September 11, 2009'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Caminho das Índias'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '203'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Glória Perez'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Marcos Schechtman'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '38.8'}], |
|
[{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '73'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'September 14, 2009— May 14, 2010'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Viver a Vida'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '209'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Manoel Carlos'}, |
|
{'column_span': 1, |
|
'is_header': False, |
|
'row_span': 1, |
|
'value': 'Jayme Monjardim'}, |
|
{'column_span': 1, 'is_header': False, 'row_span': 1, 'value': '35.6'}]], |
|
'table_page_title': 'List of 8/9 PM telenovelas of Rede Globo', |
|
'table_section_text': '', |
|
'table_section_title': '2000s', |
|
'table_webpage_url': 'http://en.wikipedia.org/wiki/List_of_8/9_PM_telenovelas_of_Rede_Globo'} |
|
``` |
|
|
|
Please note that in test set sentence annotations are not available and thus values inside `sentence_annotations` can be safely ignored. |
|
|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
[More Information Needed] |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
|
|
|
### Annotations |
|
|
|
[More Information Needed] |
|
|
|
#### 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 |
|
|
|
[More Information Needed] |
|
|
|
### Contributions |
|
|
|
Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset. |