wanyu/IteraTeR_v2 huggingface dataset:
Original:  According to the documents the beneficiaries were federal deputies , who received the money in person or through relatives, advisers, or persons nominated by Marcos Valério.
Revised:  According to the documents the beneficiaries were federal deputies who received the money in person or through relatives, advisers, or persons nominated by Marcos Valério.
Edit intent: fluency
Original:  The report affirms that it is possible that some payments were done in a monthly basis, and others in a bigger or less periodicity .
Revised:  The report affirms that it is possible that some payments were made on a monthly basis, and others in a bigger or less periodicity .
Edit intent: clarity
Original:  The report affirms that it is possible that some payments were done in a monthly basis, and others in a bigger or less periodicity .
Revised:  The report affirms that it is possible that some payments were done in a monthly basis, and others more or less frequently .
Edit intent: clarity
Original:  Nevertheless, according to the report the periodicity of the payments is the less important fact  
Revised:  Nevertheless, according to the report the periodicity of the payments is the less important fact . 
Edit intent: fluency
Original:  The text was prepared by their redactors, Osmar Serraglio (PMDB) and Ibrahim Abi-Ackel (PP), from Post Office and Vote Buying comissions respectively.
Revised:  The text was prepared by their redactors, Osmar Serraglio (PMDB) and Ibrahim Abi-Ackel (PP), from Post Office and Vote Buying commissions respectively.
Edit intent: fluency
Original:  The report put charges against 18 Brazilian deputies and the former deputy Valdemar Costa Neto [who resigned on August 1].
Revised:  The report indicts 18 Brazilian deputies and the former deputy Valdemar Costa Neto [who resigned on August 1].
Edit intent: clarity
Original:  They are accused of illegal campaign finance activities, of placing cronies in strategic positions in government enterprises and getting kickbacks from them, and of receiving cash payments in exchange for voting for the government in the Brazilian Congress.
Revised:  They are accused of illegal campaign finance activities, of placing cronies in strategic positions in government enterprises and getting kickbacks from them, and of receiving cash payments in exchange for voting in line with the government in the Brazilian Congress.
Edit intent: clarity
Original:  The redactors called a "lame excuse" the allegation made by some parliamentarians that the resources were used to settle debts with electoral campaigns  .
Revised:  The redactors called the allegation made by some parliamentarians that the resources were used to settle debts with electoral campaigns .
Edit intent: clarity
Original:  The redactors called a "lame excuse" the allegation made by some parliamentarians that the resources were used to settle debts with electoral campaigns  .
Revised:  The redactors called a "lame excuse" the allegation made by some parliamentarians that the resources were used to settle debts with electoral campaigns a "lame excuse" .
Edit intent: clarity
Original:  The report says regarding the denunciations done by deputy Roberto Jefferson (PTB)  : The report says that several documents were identified and reviewed proving that large sums of money were withdrawn from agencies of the Rural Bank, in Brasilia and Belo Horizonte, as well as from bank accounts of the enterprises SMPB and DNA Propaganda.
Revised:  In regards to the denunciations done by deputy Roberto Jefferson (PTB) : The report says that several documents were identified and reviewed proving that large sums of money were withdrawn from agencies of the Rural Bank, in Brasilia and Belo Horizonte, as well as from bank accounts of the enterprises SMPB and DNA Propaganda.
Edit intent: clarity
Original:  The report says regarding the denunciations done by deputy Roberto Jefferson (PTB)  : The report says that several documents were identified and reviewed proving that large sums of money were withdrawn from agencies of the Rural Bank, in Brasilia and Belo Horizonte, as well as from bank accounts of the enterprises SMPB and DNA Propaganda.
Revised:  The report says regarding the denunciations done by deputy Roberto Jefferson (PTB) : The report says that several documents were identified and reviewed proving that large sums of money were withdrawn from agencies of the Rural Bank, in w:Brasilia and w: Belo Horizonte, as well as from bank accounts of the enterprises SMPB and DNA Propaganda.
Edit intent: fluency
Original:  Some  notified their superiors, but others did not
Revised:  Some had notified their superiors, but others did not
Edit intent: fluency
Original: Atleast 200 New Orleans law officers have left the force, and 2 officers have commited suicide, following the devastating effects of Hurricane Katrina.
Revised: At least 200 New Orleans law officers have left the force, and 2 officers have commited suicide, following the devastating effects of Hurricane Katrina.
Edit intent: fluency
Original: At least 200 New Orleans law officers have left the force , and 2 officers have commited suicide, following the devastating effects of Hurricane Katrina.
Revised: At least 200 New Orleans law officers have left the force following the devastating effects of Hurricane Katrina.
Edit intent: coherence
Original: Many officers have been resorting to using their own firearms when dealing with the severe equipment shortage present even before the coastal region was devestated by the hurricane.
Revised: Reports are that some officers resorted to using their own firearms when dealing with the severe equipment shortage present even before the coastal region was devestated by the hurricane.
Edit intent: clarity
Original: Many officers have been resorting to using their own firearms when dealing with the severe equipment shortage present even before the coastal region was devestated by the hurricane.
Revised: Many officers have been resorting to using their own firearms when dealing with the severe equipment shortage , even before the coastal region was devestated by the hurricane.
Edit intent: coherence
Original:  Morale issues for a police forcethat has dealt with the highest number of murders per populace in the United States is nothing new and this natural disaster may simply have exacerbated long standing tensions in the force that were already present
Revised:  The morale of the police force, which has dealt with the highest number of murders per populace in the United States is nothing new and this natural disaster may simply have exacerbated long standing tensions in the force that were already present
Edit intent: clarity
Original:  Morale issues for a police forcethat has dealt with the highest number of murders per populace in the United States is nothing new and this natural disaster may simply have exacerbated long standing tensions in the force that were already present
Revised:  Morale issues for a police forcethat has dealt with the highest number of murders per populace in the United States , is not a new issue. This natural disaster may simply have exacerbated long standing tensions in the force that were already present
Edit intent: coherence
Original:  Morale issues for a police forcethat has dealt with the highest number of murders per populace in the United States is nothing new and this natural disaster may simply have exacerbated long standing tensions in the force that were already present
Revised:  Morale issues for a police forcethat has dealt with the highest number of murders per populace in the United States is nothing new and this natural disaster may have exacerbated long standing tensions in the force that were already present
Edit intent: clarity
Original:  The morale of the police force, which has dealt with the highest number of murders per populace in the United States, is not a new issue.
Revised:  The morale of the police force, which has dealt with the highest number of murders per capita in the United States, is not a new issue.
Edit intent: fluency
Original: Reports are that some officers resorted to using their own  firearms when dealing with the severe equipment shortage, even before the coastal region was devestated by the hurricane.
Revised: Reports are that some officers resorted to using their own personal firearms when dealing with the severe equipment shortage, even before the coastal region was devestated by the hurricane.
Edit intent: clarity
Original: Reports are that some officers resorted to using their own personal firearms when dealing with the severe equipment shortage, even before the coastal region was devestated by the hurricane.
Revised: Reports are that some officers resorted to using their own personal firearms because of the severe equipment shortage, even before the coastal region was devestated by the hurricane.
Edit intent: clarity
Original:  This natural disaster may have exacerbated long standing tensions in the force that were already present
Revised:  This natural disaster may have exacerbated long-standing tensions in the force that were already present
Edit intent: fluency
Original:  Angela Merkel Speaking of employment, Schröder stated that his reforms are beginning to work and that he is on the right track.
Revised:  Speaking of employment, Schröder stated that his reforms are beginning to work and that he is on the right track.
Edit intent: coherence
Original:  The w: ZDF said that 48\% of the population think Schröder performed better, while 28\% say the same about Merkel.
Revised:  The ZDF said that 48\% of the population think Schröder performed better, while 28\% say the same about Merkel.
Edit intent: fluency
Original:  However, overall polls conducted by the ARD as well, say that Schröder's SPD can expect 32\% in the upcoming federal election, his current coaltion partner, the Green , 7\%.
Revised:  However, overall polls conducted by the ARD as well, say that Schröder's SPD can expect 32\% in the upcoming federal election, his current coalition partner, the Green , 7\%.
Edit intent: fluency
Original:  However, overall polls conducted by the ARD as well, say that Schröder's SPD can expect 32\% in the upcoming federal election, his current coaltion partner, the Green , 7\%.
Revised:  However, overall polls conducted by the ARD as well, say that Schröder's SPD can expect 32\% in the upcoming federal election, his current coaltion partner, the Greens , 7\%.
Edit intent: fluency
Original:  Merkeel 's CDU  on the other hand is projected to get 43\%, which would enable them to form a coaltion government with the FDP, which stands at 6\%.
Revised:  Merkel 's CDU on the other hand is projected to get 43\%, which would enable them to form a coaltion government with the FDP, which stands at 6\%.
Edit intent: fluency
Original:  Merkeel 's CDU  on the other hand is projected to get 43\%, which would enable them to form a coaltion government with the FDP, which stands at 6\%.
Revised:  Merkeel 's CDU on the other hand is projected to get 43\%, which would enable them to form a coalition government with the FDP, which stands at 6\%.
Edit intent: fluency
Original:  The majority however is slim, because the newly formed Party of the Left can expect 9 
Revised:  Their majority however is slim, because the newly formed Party of the Left can expect 9 
Edit intent: fluency
Original:  The majority however is slim, because the newly formed Party of the Left can expect 9 
Revised:  The majority however is slim, because the newly formed Party of the Left can expect 9 \%
Edit intent: fluency
Original:  Angela Merkel Polls conducted by the ARD after the debate show that 49\% of Germans believe that Schröder was "more convincing" while 33\% think that Merkel was.
Revised:  Angela Merkel Polls conducted by the ARD after the debate show that 49\% of Germans believe that Schröder was "more convincing" while 33\% think that Merkel was.
Edit intent: fluency
Original:  Merkel refered to five million unemployed Germans and said that seven years of Schröder government were "bad years for Germany".
Revised:  Merkel referred to five million unemployed Germans and said that seven years of Schröder government were "bad years for Germany".
Edit intent: fluency
Original: The polls Gerhard Schröder The chancellor went on to blast Merkel's designate Finance minister Paul Kirchhof, a proponent of a flat tax on income.
Revised:  Gerhard Schröder The chancellor went on to blast Merkel's designate Finance minister Paul Kirchhof, a proponent of a flat tax on income.
Edit intent: clarity
Original:   Speaking of employment, Schröder stated that his reforms are beginning to work and that he is on the right track.
Revised:  Angela Merkel Speaking of employment, Schröder stated that his reforms are beginning to work and that he is on the right track.
Edit intent: clarity
Original:  Angela Merkel Polls conducted by the ARD after the debate show that 49\% of Germans believe that Schröder was "more convincing" while 33\% think that Merkel was.
Revised:  Polls conducted by the ARD after the debate show that 49\% of Germans believe that Schröder was "more convincing" while 33\% think that Merkel was.
Edit intent: coherence
Original:  But Merkel called Kirchhof a "visionary" and said her party would make taxation "easier and juster ". Angela Merkel Speaking of employment, Schröder stated that his reforms are beginning to work and that he is on the right track.
Revised:  But Merkel called Kirchhof a "visionary" and said her party would make taxation "easier and more just ". Angela Merkel Speaking of employment, Schröder stated that his reforms are beginning to work and that he is on the right track.
Edit intent: clarity
Original: Openthegovernment.org , a coalition of conservative and liberal nonprofit groups, has released a report (PDF, 12 pages) saying that all branches of the U.S. Federal Government are being significantly more secretive. and spending significantly more money on secrecy.
Revised:  , a coalition of conservative and liberal nonprofit groups, has released a report (PDF, 12 pages) saying that all branches of the U.S. Federal Government are being significantly more secretive. and spending significantly more money on secrecy.
Edit intent: clarity
Original:  However, it observes that taxpayer savings due to wistleblower activity is on the rise dispite the elimination of traditional wistleblowwer protections.
Revised:  However, it observes that taxpayer savings due to whistleblower activity is on the rise dispite the elimination of traditional wistleblowwer protections.
Edit intent: fluency
Original:  However, it observes that taxpayer savings due to wistleblower activity is on the rise dispite the elimination of traditional wistleblowwer protections.
Revised:  However, it observes that taxpayer savings due to wistleblower activity is on the rise despite the elimination of traditional wistleblowwer protections.
Edit intent: fluency
Original:  However, it observes that taxpayer savings due to wistleblower activity is on the rise dispite the elimination of traditional wistleblowwer protections.
Revised:  However, it observes that taxpayer savings due to wistleblower activity is on the rise dispite the elimination of traditional wistle-blowwer protections.
Edit intent: fluency
Original:  Legislation covering such meetings states or assumes that they are open to the public, but some agencies, like the Depertment of Defence , have traditionally been permitted to hold closed meetings.
Revised:  Legislation covering such meetings states or assumes that they are open to the public, but some agencies, like the Department of Defense , have traditionally been permitted to hold closed meetings.
Edit intent: fluency
Original:  There is concern that more of the financial burdern for such requests may be being born by those organizations making the requests, instead of the agencies holding the classified documents.
Revised:  There is concern that more of the financial burden for such requests may be being born by those organizations making the requests, instead of the agencies holding the classified documents.
Edit intent: fluency
Original:  However, it observes that taxpayer savings due to whistleblower activity is on the rise despite the elimination of traditional wistle-blowwer protections.
Revised:  However, it observes that taxpayer savings due to whistleblower activity is on the rise despite the elimination of traditional whistleblower protections.
Edit intent: fluency
Original:  The report is critical of poor funding for the processing Freedom of Information Act ( United States ) requests, with which the majority of federal agencies surveyed can not keep up.
Revised:  The report is critical of poor funding for the processing Freedom of Information Act ( FOIA ) requests, with which the majority of federal agencies surveyed can not keep up.
Edit intent: clarity
Original:  In 2004, federal officials classified 15.6 million new documents, which is 81 percent more than in 2001.
Revised:  In 2004, federal officials Classified information 15.6 million new documents, which is 81 percent more than in 2001.
Edit intent: clarity
Original:  In 2004, federal officials Classified information 15.6 million new documents, which is 81 percent more than in 2001.
Revised:  In 2004, federal officials classified 15.6 million new documents, which is 81 percent more than in 2001.
Edit intent: clarity
Original:  Such meeting provide lawmakers with advice on scientific and technical matters which are  to be free of special interest.
Revised:  Such meetings provide lawmakers with advice on scientific and technical matters which are to be free of special interest.
Edit intent: fluency
Original:  Such meeting provide lawmakers with advice on scientific and technical matters which are  to be free of special interest.
Revised:  Such meeting provide lawmakers with advice on scientific and technical matters which are supposed to be free of special interest.
Edit intent: coherence
Original:  These figures do not include documents classified by the CIA, as such information is itself secret.
Revised:  These figures do not include documents classified by the CIA, as that agency's information is itself secret.
Edit intent: clarity
Original:  The report is critical of poor funding for the processing Freedom of Information Act (FOIA) requests, with which the majority of federal agencies surveyed can not keep up.
Revised:  The report is critical of poor funding for processing Freedom of Information Act (FOIA) requests, with which the majority of federal agencies surveyed can not keep up.
Edit intent: fluency
Original:  He became only the 12th player in leauge history to collect more than 2,700 receiving yards.
Revised:  He became only the 12th player in SEC history to collect more than 2,700 receiving yards.
Edit intent: fluency
Original:  Andrew Bondarowicz, McKinley's agent  said the the football player had been visiting family in Atlanta and had only shortly returned to Denver at the time of his death.
Revised:  Andrew Bondarowicz, McKinley's agent , said the the football player had been visiting family in Atlanta and had only shortly returned to Denver at the time of his death.
Edit intent: fluency
Original:  Andrew Bondarowicz, McKinley's agent  said the the football player had been visiting family in Atlanta and had only shortly returned to Denver at the time of his death.
Revised:  Andrew Bondarowicz, McKinley's agent said the the McKinley had been visiting family in Atlanta and had only shortly returned to Denver at the time of his death.
Edit intent: clarity
Original: JPG|170px|McKinley while with the Denver Broncos in 2009]] Kenny McKinley, an american football player for Denver Broncos, has been found dead at the age of 23.
Revised: JPG|170px|McKinley while with the Denver Broncos in 2009]] Kenny McKinley, an American football player for Denver Broncos, has been found dead at the age of 23.
Edit intent: fluency
Original:  The wide reciever was found dead in the master bedroom of his home in the Denver suburbs.
Revised:  The wide receiver was found dead in the master bedroom of his home in the Denver suburbs.
Edit intent: fluency
Original:  The cause is of death is suspected to be suicide by a self inflicted gun shot to the head.
Revised:  The cause of death is suspected to be suicide by a self inflicted gun shot to the head.
Edit intent: fluency
Original:  The cause is of death is suspected to be suicide by a self inflicted gun shot to the head.
Revised:  The cause is of death is suspected to be suicide by a self-inflicted gunshot to the head.
Edit intent: fluency
Original:  President and CEO of the Denver Broncos Pat Bowlen released a statment about McKinley's death on the Broncos offical website.
Revised:  President and CEO of the Denver Broncos Pat Bowlen released a statement about McKinley's death on the Broncos offical website.
Edit intent: fluency
Original:  President and CEO of the Denver Broncos Pat Bowlen released a statment about McKinley's death on the Broncos offical website.
Revised:  President and CEO of the Denver Broncos Pat Bowlen released a statment about McKinley's death on the Broncos ' official website.
Edit intent: fluency
Original:  Darrent Williams was shot to death on New Year's Eve in 2007 and Damien Nash died after he collasped during a charity basketball game a month later.
Revised:  Darrent Williams was shot dead on New Year's Eve in 2007 and Damien Nash died after he collasped during a charity basketball game a month later.
Edit intent: fluency
Original:  Darrent Williams was shot to death on New Year's Eve in 2007 and Damien Nash died after he collasped during a charity basketball game a month later.
Revised:  Darrent Williams was shot to death on New Year's Eve in 2007 and Damien Nash died after he collapsed during a charity basketball game a month later.
Edit intent: fluency
Original: McKinley has become the third young Broncos players to die in recently years.
Revised: McKinley has become the third young Broncos player to die in recently years.
Edit intent: fluency
Original:  In June, the EU member states agreed to rise the limits by about 10\%, but that was not enough for importers and Chinese producers  . Concerns on textiles imported from Asia have split the EU countries: those with strong retail sector support increasing the quotas, while others, which have big clothing industries (Spain, Portugal, Italy) want to keep, or even reduce, the limits in the future.
Revised:  In June, the EU member states agreed to raise the limit by about 10\%, but that was not enough for importers and Chinese producers . Concerns on textiles imported from Asia have split the EU countries: those with strong retail sector support increasing the quotas, while others, which have big clothing industries (Spain, Portugal, Italy) want to keep, or even reduce, the limits in the future.
Edit intent: fluency
Original:  In June, the EU member states agreed to rise the limits by about 10\%, but that was not enough for importers and Chinese producers  . Concerns on textiles imported from Asia have split the EU countries: those with strong retail sector support increasing the quotas, while others, which have big clothing industries (Spain, Portugal, Italy) want to keep, or even reduce, the limits in the future.
Revised:  In June, the EU member states agreed to rise the limits by about 10\%, but EU importers and Chinese producers . Concerns on textiles imported from Asia have split the EU countries: those with strong retail sector support increasing the quotas, while others, which have big clothing industries (Spain, Portugal, Italy) want to keep, or even reduce, the limits in the future.
Edit intent: coherence