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pszemraj
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govreport-summarization-8192

report stringlengths 319 46.5k	summary stringlengths 127 5.75k	input_token_len int64 78 8.19k	summary_token_len int64 29 1.02k
There are some similarities in how Medicare pays ASCs and hospital outpatient departments for the procedures they perform. However, the methods used by CMS to calculate the payment rates in each system, as well as the mechanisms used to revise the Medicare payment rates, differ. In 1980, legislation was enacted that en...	Medicare pays for surgical procedures performed at ambulatory surgical centers (ASC) and hospital outpatient departments through different payment systems. Although they perform a similar set of procedures, no comparison of ASC and hospital outpatient per-procedure costs has been conducted. The Medicare Prescription Dr...	6,596	529
IRS's mission is to provide America's taxpayers top-quality service by helping them to understand and meet their tax responsibilities and to enforce the law with integrity and fairness to all. During fiscal year 2015, IRS collected more than $3.3 trillion; processed more than 243 million tax returns and other forms; an...	In collecting taxes, processing returns, and providing taxpayer service, IRS relies extensively on computerized systems. Thus it is critical that sensitive taxpayer and other data are protected. Recent data breaches at IRS highlight the vulnerability of taxpayer information. In addition, identity theft refund fraud is ...	5,021	728
In 1991, we reported that, historically, INS leadership had allowed INS' organizational structure to become decentralized without adequate controls. Specifically, its regional structure had created geographical separation among INS programs and hampered resource allocation and consistent program implementation. The fie...	The Immigration and Naturalization's (INS) organizational structure has led to recurring management problems, including an inability to balance competing priorities, poor communications, and weaknesses in the development and fielding of critical information technology. Although restructuring may help, INS will still ne...	3,844	130
While TCE and perchlorate are both DOD-classified emerging contaminants, there are key distinctions between the contaminants that affect the extent to which they are regulated, and the information that may be needed before further steps are taken to protect human health and the environment. Since 1989, a maximum contam...	DOD defines emerging contaminants as chemicals or materials with (1) perceived or real threat to health or the environment and (2) lack of published standards or a standard that is evolving or being reevaluated. Two emerging contaminants--trichloroethylene (TCE) and perchlorate--are of particular concern to DOD because...	6,287	966
As you know, the cost of the Decennial Census has steadily increased during the past 40 years, in part because the nation's population has steadily grown larger, more diverse, and increasingly difficult to enumerate. For example, at about $13 billion, the 2010 Census was the costliest U.S. census in history and was 56 ...	The cost of the nation's decennial census has steadily increased over the past 40 years; the 2010 Census was the most expensive to date, at about $13 billion. To achieve cost savings while still conducting an accurate count of the population, the U.S. Census Bureau is planning significant changes for the design of the ...	4,549	823
DOE is responsible for a nationwide complex of facilities created during World War II and the Cold War to research, produce, and test nuclear weapons. Much of the complex is no longer in productive use, but it contains vast quantities of radioactive waste related to the production of nuclear material, such as plutonium...	Compliance agreements between the Department of Energy (DOE) and its regulators specify cleanup activities and milestones that DOE has agreed to achieve. The 70 compliance agreements at DOE sites vary, but can be divided into three main types. These are: (1) agreements specifically required by the Comprehensive Environ...	5,126	296
"Under TRICARE, beneficiaries may obtain health care through either the direct care system of milita(...TRUNCATED)	"DOD offered health care to about 9.6 million eligible beneficiaries through TRICARE, which provides(...TRUNCATED)	4,517	1,005
"Although VA has been authorized to collect third-party health insurance payments since 1986, it was(...TRUNCATED)	"The Department of Veterans Affairs (VA) collects health insurance payments, known as third-party co(...TRUNCATED)	3,720	564
"The federal government buys a myriad of goods and services from contractors. Federal agency acquisi(...TRUNCATED)	"This report focuses on the trends in federal procurement for small businesses during the 1990s. Som(...TRUNCATED)	5,297	246
"In June 1997, we reported on the results of our interviews with state WIC officials in 8 states tha(...TRUNCATED)	"Pursuant to a congressional request, GAO discussed its completed reviews of the Special Supplementa(...TRUNCATED)	4,807	353

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GovReport Summarization - 8192 tokens

ccdv/govreport-summarization with the changes of:
- data cleaned with the clean-text python package
- total tokens for each column computed and added in new columns according to the long-t5 tokenizer (done after cleaning)

train info

RangeIndex: 8200 entries, 0 to 8199
Data columns (total 4 columns):
 #   Column             Non-Null Count  Dtype 
---  ------             --------------  ----- 
 0   report             8200 non-null   string
 1   summary            8200 non-null   string
 2   input_token_len    8200 non-null   Int64 
 3   summary_token_len  8200 non-null   Int64 
dtypes: Int64(2), string(2)
memory usage: 272.4 KB

token length distribution (long-t5)

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