gov_report

• Description:

Government report dataset consists of reports written by government research agencies including Congressional Research Service and U.S. Government Accountability Office.

• Additional Documentation: Explore on Papers With Code

• Homepage: https://gov-report-data.github.io/

• Source code: tfds.summarization.gov_report.GovReport

• Versions:

  • 1.0.0 (default): Initial release.

• Download size: 320.59 MiB

• Auto-cached (documentation): No

• Figure (tfds.show_examples): Not supported.

• Citation:

@inproceedings{
anonymous2022efficiently,
title={Efficiently Modeling Long Sequences with Structured State Spaces},
author={Anonymous},
booktitle={Submitted to The Tenth International Conference on Learning Representations },
year={2022},
url={https://openreview.net/forum?id=uYLFoz1vlAC},
note={under review}
}

gov_report/crs_whitespace (default config)

• Config description: CRS report with summary. Structures flattened and joined by whitespace. This is the format used by original paper

• Dataset size: 349.76 MiB

• Splits:

Split	Examples
'test'	362
'train'	6,514
'validation'	362

• Feature structure:

FeaturesDict({
    'id': Text(shape=(), dtype=string),
    'released_date': Text(shape=(), dtype=string),
    'reports': Text(shape=(), dtype=string),
    'summary': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
id	Text		string
released_date	Text		string
reports	Text		string
summary	Text		string
title	Text		string

• Supervised keys (See as_supervised doc): ('reports', 'summary')

• Examples (tfds.as_dataframe):

gov_report/gao_whitespace

• Config description: GAO report with highlight Structures flattened and joined by whitespace. This is the format used by original paper

• Dataset size: 690.24 MiB

• Splits:

Split	Examples
'test'	611
'train'	11,005
'validation'	612

• Feature structure:

FeaturesDict({
    'fastfact': Text(shape=(), dtype=string),
    'highlight': Text(shape=(), dtype=string),
    'id': Text(shape=(), dtype=string),
    'published_date': Text(shape=(), dtype=string),
    'released_date': Text(shape=(), dtype=string),
    'report': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
    'url': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
fastfact	Text		string
highlight	Text		string
id	Text		string
published_date	Text		string
released_date	Text		string
report	Text		string
title	Text		string
url	Text		string

• Supervised keys (See as_supervised doc): ('report', 'highlight')

• Examples (tfds.as_dataframe):

gov_report/crs_html

• Config description: CRS report with summary. Structures flattened and joined by newline while add html tags. Tags are only added for secition_title in a format like <h2>xxx<h2>.

• Dataset size: 351.25 MiB

• Splits:

Split	Examples
'test'	362
'train'	6,514
'validation'	362

• Feature structure:

FeaturesDict({
    'id': Text(shape=(), dtype=string),
    'released_date': Text(shape=(), dtype=string),
    'reports': Text(shape=(), dtype=string),
    'summary': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
id	Text		string
released_date	Text		string
reports	Text		string
summary	Text		string
title	Text		string

• Supervised keys (See as_supervised doc): ('reports', 'summary')

• Examples (tfds.as_dataframe):

gov_report/gao_html

• Config description: GAO report with highlight Structures flattened and joined by newline while add html tags. Tags are only added for secition_title in a format like <h2>xxx<h2>.

• Dataset size: 692.72 MiB

• Splits:

Split	Examples
'test'	611
'train'	11,005
'validation'	612

• Feature structure:

FeaturesDict({
    'fastfact': Text(shape=(), dtype=string),
    'highlight': Text(shape=(), dtype=string),
    'id': Text(shape=(), dtype=string),
    'published_date': Text(shape=(), dtype=string),
    'released_date': Text(shape=(), dtype=string),
    'report': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
    'url': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
fastfact	Text		string
highlight	Text		string
id	Text		string
published_date	Text		string
released_date	Text		string
report	Text		string
title	Text		string
url	Text		string

• Supervised keys (See as_supervised doc): ('report', 'highlight')

• Examples (tfds.as_dataframe):

gov_report/crs_json

• Config description: CRS report with summary. Structures represented as raw json.

• Dataset size: 361.92 MiB

• Splits:

Split	Examples
'test'	362
'train'	6,514
'validation'	362

• Feature structure:

FeaturesDict({
    'id': Text(shape=(), dtype=string),
    'released_date': Text(shape=(), dtype=string),
    'reports': Text(shape=(), dtype=string),
    'summary': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
id	Text		string
released_date	Text		string
reports	Text		string
summary	Text		string
title	Text		string

• Supervised keys (See as_supervised doc): ('reports', 'summary')

• Examples (tfds.as_dataframe):

gov_report/gao_json

• Config description: GAO report with highlight Structures represented as raw json.

• Dataset size: 712.82 MiB

• Splits:

Split	Examples
'test'	611
'train'	11,005
'validation'	612

• Feature structure:

FeaturesDict({
    'fastfact': Text(shape=(), dtype=string),
    'highlight': Text(shape=(), dtype=string),
    'id': Text(shape=(), dtype=string),
    'published_date': Text(shape=(), dtype=string),
    'released_date': Text(shape=(), dtype=string),
    'report': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
    'url': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
fastfact	Text		string
highlight	Text		string
id	Text		string
published_date	Text		string
released_date	Text		string
report	Text		string
title	Text		string
url	Text		string

• Supervised keys (See as_supervised doc): ('report', 'highlight')

• Examples (tfds.as_dataframe):