wanyu/IteraTeR_v2 huggingface dataset:
Original:  Under existing law any surplus id funneled into debt relief.
Revised:  Under existing law any surplus is funneled completely into debt relief.
Edit intent: clarity
Original: Canada's federal goveernment has announced a new program that plans to share un-expected budegt supluses with ordinary citizens.
Revised: Canada's federal government has announced a new program that plans to share un-expected budegt supluses with ordinary citizens.
Edit intent: fluency
Original: Canada's federal goveernment has announced a new program that plans to share un-expected budegt supluses with ordinary citizens.
Revised: Canada's federal goveernment has announced a new program that plans to share unexpected budget surpluses with ordinary citizens.
Edit intent: fluency
Original:  It would not replace Canada's $3 billion emergencey fund.
Revised:  It would not replace Canada's $3 billion emergency fund.
Edit intent: fluency
Original:  The benifit would come as an amount added on to the income tax returns of that year.
Revised:  The benefit would come as an amount added on to the income tax returns of that year.
Edit intent: fluency
Original:  Along with the new home heating oil rebate program are considered to be pre-election manuvering from the Liberal's . Paul Martin has promised an election within 30 days of the Gomery Commision Report's release.
Revised:  Along with the new home heating oil rebate program are considered to be pre-election maneuvering from the liberals . Paul Martin has promised an election within 30 days of the Gomery Commision Report's release.
Edit intent: fluency
Original:  Along with the new home heating oil rebate program are considered to be pre-election manuvering from the Liberal's . Paul Martin has promised an election within 30 days of the Gomery Commision Report's release.
Revised:  Along with the new home heating oil rebate program are considered to be pre-election manuvering from the Liberal's . Paul Martin has promised an election within 30 days of the Gomery Commission Report's release.
Edit intent: fluency
Original:  The report is expected in Febuar
Revised:  The report is expected in Februar
Edit intent: fluency
Original:  The report is expected in Februar
Revised:  The report is expected in February
Edit intent: fluency
Original:  Attempts to flee by the President’s staff have been reported as well.
Revised:  Rumors of attempts to flee by the President’s staff have been reported as well.
Edit intent: clarity
Original:  Recent violence has caused the county to shut down its airspace and lead the United States State Department to advise against visiting the country  .
Revised:  Recent violence has caused the county to shut down its airspace , lead the United States State Department to advise against visiting the country .
Edit intent: coherence
Original: After weeks of chaos, Prime Minister of Tunisia, Mohammed Ghannouchi, has stated that he is taking power of the country.
Revised: After weeks of chaos, Prime Minister of Tunisia, Mohammed Ghannouchi, has stated that he is taking power over the country.
Edit intent: fluency
Original:  Recent violence has caused the county to shut down its airspace, lead the United States State Department to advise against visiting the country, and forced a state of emergency to be declared.
Revised:  Recent violence has caused the country to shut down its airspace, lead the United States State Department to advise against visiting the country, and forced a state of emergency to be declared.
Edit intent: fluency
Original:  Recent violence has caused the county to shut down its airspace, lead the United States State Department to advise against visiting the country, and forced a state of emergency to be declared.
Revised:  Recent violence has caused the county to shut down its airspace, leading the United States State Department to advise against visiting the country, and forced a state of emergency to be declared.
Edit intent: fluency
Original:  Armoured vehicles are surrounding the airport," an official source stated.
Revised:  Armored vehicles are surrounding the airport," an official source stated.
Edit intent: fluency
Original:  All public gatherings have been forbidden and "the police and the army are authorised to fire on any suspect person who has not obeyed orders or fled without the possibility of being stopped", according to a statement released by the government.
Revised:  All public gatherings have been forbidden and "the police and the army are authorized to fire on any suspect person who has not obeyed orders or fled without the possibility of being stopped", according to a statement released by the government.
Edit intent: fluency
Original:  All public gatherings have been forbidden and "the police and the army are authorised to fire on any suspect person who has not obeyed orders or fled without the possibility of being stopped", according to a statement released by the government.
Revised:  All public gatherings have been forbidden and "the police and the army are authorised to fire on any suspect who has not obeyed orders or fled without the possibility of being stopped", according to a statement released by the government.
Edit intent: clarity
Original:  Additionally, a 12-hour curfew curfew was imposed at 6:00 pm local time (1700 GMT) Friday in response to thousands marching in the capital city before authorities fired tear gas into  crowd
Revised:  Additionally, a 12-hour curfew curfew was imposed at 6:00 pm local time (1700 GMT) Friday in response to thousands marching in the capital city before authorities fired tear gas into the crowd
Edit intent: fluency
Original: After weeks of chaos, Prime Minister of Tunisia, Mohammed Ghannouchi, has stated that he is taking power over the country.
Revised: After weeks of chaos, Prime Minister of Tunisia, Mohammed Ghannouchi, has stated that he is taking power of the country.
Edit intent: fluency
Original:  Recent violence has caused the country to shut down its airspace, leading the United States State Department to advise against visiting the country, and forced a state of emergency to be declared.
Revised:  Recent violence has caused the country to shut down its airspace, lead the United States State Department to advise against visiting the country, and forced a state of emergency to be declared.
Edit intent: fluency
Original:  Armored vehicles are surrounding the airport," an official source stated.
Revised:  Armoured vehicles are surrounding the airport," an official source stated.
Edit intent: fluency
Original:  All public gatherings have been forbidden and "the police and the army are authorized to fire on any suspect  who has not obeyed orders or fled without the possibility of being stopped", according to a statement released by the government.
Revised:  All public gatherings have been forbidden and "the police and the army are authorised to fire on any suspect who has not obeyed orders or fled without the possibility of being stopped", according to a statement released by the government.
Edit intent: fluency
Original: Via press release Friday, , a perennial candidate for political office and self-proclaimed "Birther King" announced that he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the White House .
Revised: Via press release Friday, , a perennial candidate for political office and self-proclaimed "Birther King" announced that he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the .
Edit intent: clarity
Original:  Additionally, he outlines six reasons for his run including degrading the candidacy of former Florida , who is also seeking the Republican nomination.
Revised:  Additionally, he outlines six reasons for running, including degrading the candidacy of former Florida , who is also seeking the Republican nomination.
Edit intent: fluency
Original:  Martin adamantly opposes Bush because of the foreign policy of the candidate Bush 's brother, former President George W. Bush.
Revised:  Martin adamantly opposes Bush because of the foreign policy of the candidate 's brother, former President George W. Bush.
Edit intent: fluency
Original:  He also criticizes Bush for his alleged economic benefit from the collapse of , labeling Bush as a "front man for a handful of corrupt plutocrats that have raped [the nation's] economy."
Revised:  He also criticizes Bush for his alleged economic benefit from the collapse of , labeling Bush as a "front man for a handful of corrupt that have raped [the nation's] economy."
Edit intent: clarity
Original: Via press release  Friday, , a perennial candidate for political office and self-proclaimed "Birther King" announced that he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the .
Revised: Via press release on Friday, , a perennial candidate for political office and self-proclaimed "Birther King" announced that he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the .
Edit intent: style
Original: Via press release  Friday, , a perennial candidate for political office and self-proclaimed "Birther King" announced that he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the .
Revised: Via press release Friday, , a perennial candidate for political office and self-proclaimed "Birther King" , announced he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the .
Edit intent: fluency
Original:  In reference to the seventeen candidates invited to the two August 6 debates, Martin casts himself as the "eighteenth candidate," willing to participate in the second tier debate.
Revised:  In reference to the seventeen candidates invited to the two August 6 debates, Martin casts himself as the "eighteenth candidate," willing to participate in the second-tier debate.
Edit intent: fluency
Original:  He joins 139  Republican Party presidential candidates who have done likewise.
Revised:  He joins 139 other Republican Party presidential candidates who have done likewise.
Edit intent: clarity
Original:  Despite having described Trump's previous foray into politics as a "charade" during a 2011 interview with Wikinews, Martin now sees himself as Trump's "" partner in attacking the Bush candidacy.
Revised:  Although he described Trump's previous foray into politics as a "charade" during a 2011 interview with Wikinews, Martin now sees himself as Trump's "" partner in attacking the Bush candidacy.
Edit intent: clarity
Original: Via press release on Friday, Andy Martin, a perennial candidate for political office and self-proclaimed "Birther King", announced he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the  .
Revised: Via press release on Friday, Andy Martin, a perennial candidate for political office and self-proclaimed "Birther King", announced he is seeking the U.S. Republican Party's 2016 presidential nomination, his fourth bid for the White House .
Edit intent: clarity
Original:   ]   The identity of the dead Marine has not yet been revealed;
Revised:  there will be] The identity of the dead Marine has not yet been revealed;
Edit intent: clarity
Original:   ]   The identity of the dead Marine has not yet been revealed;
Revised:  ] reports that come, lessons learned in terms of preventing anything like this from happening." Major Thomas said that training would not be stopped, but "We’re going to take a look at this and the commander will then make a decision before anything goes back into place to make sure any safety briefing that need to be given are conducted." The identity of the dead Marine has not yet been revealed;
Edit intent: coherence
Original: Source: Marine Killed in Water Training Accident | NBC San Diego The identity of the dead Marine has not yet been revealed;
Revised:  The identity of the dead Marine has not yet been revealed;
Edit intent: coherence
Original: US Marines aboard an amphibious assault vehicle An amphibious vehicle belonging to the United States Marines capsized and sank to the floor of the Del Mar boat basin, California at 1130 PST (1930 UTC) resulting in one death and three injures.
Revised:  An amphibious vehicle belonging to the United States Marines capsized and sank to the floor of the Del Mar boat basin, California at 1130 PST (1930 UTC) resulting in one death and three injures.
Edit intent: clarity
Original: US Marines aboard an amphibious assault vehicle An amphibious vehicle belonging to the United States Marines capsized and sank to the floor of the Del Mar boat basin, California at 1130 PST (1930 UTC) resulting in one death and three injures.
Revised: US Marines aboard an amphibious assault vehicle 
Edit intent: coherence
Original:  The estimated eath toll has now reached 35,000.
Revised:  The estimated death toll has now reached 35,000.
Edit intent: fluency
Original:  The White House sent a "statement of administration policy" to the Senate declaring strong opposition to the legislation, alleging that it would tie their Nazi hands when torturing kidnapped civilians from round the world in the fascist reeducation complex of Guantanamo Bay .
Revised:  The White House sent a "statement of administration policy" to the Senate declaring strong opposition to the legislation, alleging that it would tie the nation's hands in the "War on Terrorism" .
Edit intent: style
Original:  United States President George W. Bush may use his veto for the first time to block an amendment that bans torture and mistreatment of detainees, proposed by two Republican senators.
Revised:  United States President George W. Bush 's presidency may be used to block an amendment that bans torture and mistreatment of detainees, proposed by two Republican senators.
Edit intent: clarity
Original:  In Wolverhampton four were arrested  and three in Derby, Scotland Yard said   
Revised:  In Wolverhampton four were arrested and three in Derby, Scotland Yard said . 
Edit intent: fluency
Original:  In Wolverhampton four were arrested in a series of dawn raids at three addresses and three in Derby, Scotland Yard said.
Revised:  In , four were arrested in a series of dawn raids at three addresses and three in Derby, Scotland Yard said.
Edit intent: style
Original: Artifacts that were being smuggled were found at a austrian tour guides home.
Revised: Numerous smuggled artifacts were found at a austrian tour guides home.
Edit intent: clarity
Original: Artifacts that were being smuggled were found at a austrian tour guides home.
Revised: Artifacts that were being smuggled were found at an Austrian tour guides home.
Edit intent: fluency
Original:  Five italians were arrested and twenty eight were under investigation 
Revised:  Five Italians were arrested and twenty eight were under investigation 
Edit intent: fluency
Original: Police claim that some 600 artifacts, which had been illegally excavated, where found.
Revised: Police claim that some 600 artifacts, which had been illegally excavated, were found.
Edit intent: fluency
Original:  Many of the items  gold and silver, along with ceramics.
Revised:  Many of the items were gold and silver, along with ceramics.
Edit intent: fluency
Original:  The artifacts stolen where plundered from an archaeological site near Rome, which where accessed by the man through his tour guide credentials
Revised:  The artifacts stolen were plundered from an archaeological site near Rome, which where accessed by the man through his tour guide credentials
Edit intent: fluency
Original:  The artifacts stolen where plundered from an archaeological site near Rome, which where accessed by the man through his tour guide credentials
Revised:  The artifacts stolen where plundered from an archaeological site near Rome, which was accessed by the man through his tour guide credentials
Edit intent: fluency
Original:  The group came just short of boy-cotting the vote, instead aking members to vote no .
Revised:  The group came just short of boy-cotting the vote, instead asking members to vote no .
Edit intent: fluency
Original:  UK Liberal Democrat leader Charles Kennedy has alos been expressing concerns over violence in Iraq. th most worrying was "the apparent break-down in trust" betwwen local authorities and UK troops.
Revised:  UK Liberal Democrat leader Charles Kennedy has also been expressing concerns over violence in Iraq. th most worrying was "the apparent break-down in trust" betwwen local authorities and UK troops.
Edit intent: fluency
Original:  UK Liberal Democrat leader Charles Kennedy has alos been expressing concerns over violence in Iraq. th most worrying was "the apparent break-down in trust" betwwen local authorities and UK troops.
Revised:  UK Liberal Democrat leader Charles Kennedy has alos been expressing concerns over violence in Iraq. The most worrying was "the apparent break-down in trust" betwwen local authorities and UK troops.
Edit intent: fluency
Original:  These comments come after UK troops were attacked by a mo after they tried to free two soldiers who had been arrested.
Revised:  These comments come after UK troops were attacked by a mob after they tried to free two soldiers who had been arrested.
Edit intent: fluency
Original:  They later had to brak into the Basra prison.
Revised:  They later had to break into the Basra prison.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League says Iraq is coming dangerously close to breaking into a civil war with no strategy against it .
Revised:  Amr Moussa, head of the Arab League says a civil war in Iraq is looming. "A civil war could erupt at any moment, although some people would say it is already there."
Edit intent: clarity
Original: Suni Arab leaders met today on how to vote in the up-coming referendum on Iraq's draft constitution.
Revised: Sunni Arab leaders met today on how to vote in the up-coming referendum on Iraq's draft constitution.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League  says a civil war in Iraq is looming.
Revised:  Amr Moussa, head of the Arab League , says a civil war in Iraq is looming.
Edit intent: fluency
Original:  "A civil war could erupt at any moment, although some people would say it is already there." "There are a lot of individuals now playing games with the future of Iraq  and there is no clear strategy, there is no clear leadership." "We are now in a mission to bring people together."
Revised:  "A civil war could erupt at any moment, although some people would say it is already there." "There are a lot of individuals now playing games with the future of Iraq , and there is no clear strategy, there is no clear leadership." "We are now in a mission to bring people together."
Edit intent: fluency
Original:  The leaders asked followers to oppose the referendum "by all legitimate means ".
Revised:  The leaders asked followers to oppose the referendum "by all legitimate means ."
Edit intent: fluency
Original:  The most worrying was "the apparent break-down in trust" between local authorities and UK troops.
Revised:  The most worrying was "the apparent breakdown in trust" between local authorities and UK troops.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Revised:  Amr Moussa, head of the Arab League, said a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Revised:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming , " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Revised:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " ... civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Revised:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there . " stated Moussa.
Edit intent: fluency
Original:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " stated Moussa.
Revised:  Amr Moussa, head of the Arab League, says a civil war in Iraq is looming . " A civil war could erupt at any moment, although some people would say it is already there , " 
Edit intent: coherence
Original:  " " We are now in a mission to bring people together . "   "The situation is bad and our work now is to bring all communities together;
Revised:  .. We are now in a mission to bring people together . " "The situation is bad and our work now is to bring all communities together;
Edit intent: fluency
Original:  " " We are now in a mission to bring people together . "   "The situation is bad and our work now is to bring all communities together;
Revised:  " " We are now in a mission to bring people together , " "The situation is bad and our work now is to bring all communities together;
Edit intent: fluency
Original:  Other sponsors include Turkey, Greece, w:China and w: Iran, as well as the Medecins Sans Frontieres and the International Committee of the Red Cross.
Revised:  Other sponsors include Turkey, Greece, China and Iran, as well as the Medecins Sans Frontieres and the International Committee of the Red Cross.
Edit intent: fluency
Original: The latter had latent health difficulties.
Revised: The second boy had underlying health difficulties.
Edit intent: clarity
Original:  However, it is unknown if the former did have other problems with his health.
Revised:  It is unknown if the former did have other problems with his health.
Edit intent: coherence
Original:  However, it is unknown if the former did have other problems with his health.
Revised:  However, it is unknown if the first had other problems with his health.
Edit intent: clarity
Original:  Since the start of the flu season in the United Kingdom, the total number of deaths in Northern Ireland as a result of the contraction of the H1N1 virus has now increased to nineteen.
Revised:  Since the start of the flu season in the United Kingdom, the total number of deaths in Northern Ireland as a result of contracting the H1N1 virus has now increased to nineteen.
Edit intent: clarity
Original:  Hours later, it emerged that another boy, aged ten months, had also died after suffering from swine flu .
Revised:  Hours later, it emerged that another boy, aged ten months, had also died after contracting the virus .
Edit intent: clarity
Original:  Since the start of the flu season in the United Kingdom, the total number of deaths in Northern Ireland as a result of contracting the H1N1 virus has now increased to nineteen.
Revised:  Since the start of the flu season in the United Kingdom, the total number of deaths in Northern Ireland as a result of contracting the H1N1 virus has now increased to 19.
Edit intent: fluency
Original: Michael McGimpsey, Minister of Health, Social Services and Public Safety in Northern Ireland, expressed his sympathy.
Revised: , in Northern Ireland, expressed his sympathy.
Edit intent: style
Original:  Following these incidents, Dr. Michael McBride, Chief Medical Officer for Northern Ireland , is attempting to reassure the parents of children that are in good health.
Revised:  Following these incidents, Dr. Michael McBride, , is attempting to reassure the parents of children that are in good health.
Edit intent: clarity