wanyu/IteraTeR_v2 huggingface dataset:
Original: The Keskusrikospoliisin (Sometimes called the National Bureau of Investigation in English), Finland's nationwide police criminal investigations organisation, now has ten suspects in it's current investigation into alledged dog fighting in the south of the country.
Revised: The Keskusrikospoliisin (Sometimes called the National Bureau of Investigation in English), Finland's nationwide police criminal investigations organisation, now has ten suspects in its current investigation into alledged dog fighting in the south of the country.
Edit intent: fluency
Original: The Keskusrikospoliisin (Sometimes called the National Bureau of Investigation in English), Finland's nationwide police criminal investigations organisation, now has ten suspects in it's current investigation into alledged dog fighting in the south of the country.
Revised: The Keskusrikospoliisin (Sometimes called the National Bureau of Investigation in English), Finland's nationwide police criminal investigations organisation, now has ten suspects in it's current investigation into alleged dog fighting in the south of the country.
Edit intent: fluency
Original:  He will announce  on Saturday, September 1. Craig was involved in a scandal where he allegedly propositioned another man for sex in a bathroom at a Minneapolis airport.
Revised:  He will announce it on Saturday, September 1. Craig was involved in a scandal where he allegedly propositioned another man for sex in a bathroom at a Minneapolis airport.
Edit intent: clarity
Original: 150px|Senator Larry Craig The Associated Press is reporting that U.S. Senator Larry Craig (R-ID) is resigning his post on Sunday, September 30.
Revised: 150px|Senator Larry Craig United States Senator Larry Craig (R-ID) is resigning his post on Sunday, September 30.
Edit intent: style
Original:  This comes just before the Republican National Convention would have called on Craig to resign.
Edit intent: coherence
Original: The ceremony was led by her two sons and was attended by many members of the Royal family including Her Majesty the Queen, Prince Philip and  Charles and other celebrities such as the Princess' brother  Sir Andrew Llyod Webber.
Revised: The ceremony was led by her two sons and was attended by many members of the Royal family including Her Majesty the Queen, Prince Philip and Prince Charles and other celebrities such as the Princess' brother Sir Andrew Llyod Webber.
Edit intent: fluency
Original: The ceremony was led by her two sons and was attended by many members of the Royal family including Her Majesty the Queen, Prince Philip and  Charles and other celebrities such as the Princess' brother  Sir Andrew Llyod Webber.
Revised: The ceremony was led by her two sons and was attended by many members of the Royal family including Her Majesty the Queen, Prince Philip and Charles and other celebrities such as the Princess' brother and Sir Andrew Llyod Webber.
Edit intent: fluency
Original:  The center's President Michael M. Kaiser married economist John Roberts before  group of around 200 guests.
Revised:  The center's President Michael M. Kaiser married economist John Roberts before a group of around 200 guests.
Edit intent: fluency
Original: Justices occasionally perform marriages, most often for those who have clerked for them.
Revised: Justices occasionally perform marriages, often for those who have clerked for them.
Edit intent: clarity
Original:  Justices previously turned down any such requests by same-sex couples for fear it might be perceived if and when the issue came before the Supreme Court.
Revised:  Ginsburg suggested same-sex couples for fear it might be perceived if and when the issue came before the Supreme Court.
Edit intent: clarity
Original: Official photograph of US Supreme Court Justice Ruth Bader Ginsburg Yesterday, became the first  justice to officiate a  .
Revised: Official photograph of US Supreme Court Justice Ruth Bader Ginsburg Yesterday, became the first United States Supreme Court justice to officiate a .
Edit intent: clarity
Original: Nelson Mandela has left hospital to return to his home in Johannesburg , in a critical condition, South African officials said on Sunday.
Revised: Nelson Mandela has left hospital to return to his home in , in a critical condition, South African officials said on Sunday.
Edit intent: clarity
Original:  The 95-year-old anti-apartheid leader and former South African president has spent nearly three months in hospital for treatment of a recurring lung infection and has returned to his residence in Johannesburg where he will continue to recover.
Revised:  The 95-year-old anti- leader and former South African president has spent nearly three months in hospital for treatment of a recurring lung infection and has returned to his residence in Johannesburg where he will continue to recover.
Edit intent: clarity
Original:  A statement from the office of current South African president Jacob Zuma confirmed Mandela homecoming .
Revised:  A statement from the office of current South African president confirmed Mandela homecoming .
Edit intent: clarity
Original:  A statement from the office of current South African president Jacob Zuma confirmed Mandela homecoming .
Revised:  A statement from the office of current South African president Jacob Zuma confirmed Mandela homecoming :
Edit intent: fluency
Original:  Several ambulances and TV crews gathered outside Mandela ’ s home in the Houghton suburb of Johannesburg on Sunday, where well-wishers gathered to pray for his recovery.
Revised:  Several ambulances and TV crews gathered outside Mandela ' s home in the Houghton suburb of Johannesburg on Sunday, where well-wishers gathered to pray for his recovery.
Edit intent: fluency
Original:  Mandela ’ s last public appearance was at the 2010 football World Cup, held in South Africa  
Revised:  Mandela ' s last public appearance was at the 2010 football World Cup, held in South Africa 
Edit intent: fluency
Original:  Mandela ’ s last public appearance was at the 2010 football World Cup, held in South Africa  
Revised:  Mandela ’ s last public appearance was at the 2010 football World Cup, held in South Africa . 
Edit intent: fluency
Original: Veteran UK brodacast journalist Sir David Frost has died of a heart attack, aged 74.
Revised: The British broadcaster and journalist Sir David Frost has died of a heart attack, aged 74.
Edit intent: clarity
Original:  Frost got his start in the early 1960's presenting on satirical BBC show That Was The Week That Was . With a career spanning five decades, Frost would go on to interview an extensive list of the famous and powerful - including virtually every British Prime Minister and US President of his time, as well as royalty and celebrities including Mikhail Gorbachev and The Beatles .
Revised:  Frost got his start in the early 1960s presenting on satirical BBC show That Was The Week That Was . With a career spanning five decades, Frost would go on to interview an extensive list of the famous and powerful - including virtually every British Prime Minister and US President of his time, as well as royalty and celebrities including Mikhail Gorbachev and The Beatles .
Edit intent: fluency
Original:  Frost got his start in the early 1960's presenting on satirical BBC show That Was The Week That Was . With a career spanning five decades, Frost would go on to interview an extensive list of the famous and powerful - including virtually every British Prime Minister and US President of his time, as well as royalty and celebrities including Mikhail Gorbachev and The Beatles .
Revised:  Frost got his start in the early 1960's presenting on satirical show . With a career spanning five decades, Frost would go on to interview an extensive list of the famous and powerful - including virtually every British Prime Minister and US President of his time, as well as royalty and celebrities including Mikhail Gorbachev and The Beatles .
Edit intent: clarity
Original:  Frost got his start in the early 1960's presenting on satirical BBC show That Was The Week That Was . With a career spanning five decades, Frost would go on to interview an extensive list of the famous and powerful - including virtually every British Prime Minister and US President of his time, as well as royalty and celebrities including Mikhail Gorbachev and The Beatles .
Revised:  Frost got his start in the early 1960's presenting on satirical BBC show That Was The Week That Was . With a career spanning five decades, Frost would go on to interview an extensive list of the famous and powerful - including virtually every British Prime Minister and US President of his time, as well as royalty , celebrities and leaders including and .
Edit intent: clarity
Original:  Highly versatile, Frost would prove confident at both serious political journalism as well as light entertainment and comedy, hosting sketch show The Frost Report in the mid-60's . Frost famously interviewed former US President Richard Nixon in 1977, during which Nixon apologized for the Watergate scandal - the bugging of Democrats' offices by his Republican party staff.
Revised:  Highly versatile, Frost would prove confident at both serious political journalism as well as light entertainment and comedy, hosting sketch show in the mid-60s . Frost famously interviewed former US President Richard Nixon in 1977, during which Nixon apologized for the Watergate scandal - the bugging of Democrats' offices by his Republican party staff.
Edit intent: clarity
Original:  Highly versatile, Frost would prove confident at both serious political journalism as well as light entertainment and comedy, hosting sketch show The Frost Report in the mid-60's . Frost famously interviewed former US President Richard Nixon in 1977, during which Nixon apologized for the Watergate scandal - the bugging of Democrats' offices by his Republican party staff.
Revised:  Highly versatile, Frost would prove confident at both serious political journalism as well as light entertainment and comedy, hosting sketch show The Frost Report in the mid-60's . Frost famously interviewed former US President in 1977, during which Nixon apologized for the Watergate scandal - the bugging of Democrats' offices by his Republican party staff.
Edit intent: fluency
Original:  Highly versatile, Frost would prove confident at both serious political journalism as well as light entertainment and comedy, hosting sketch show The Frost Report in the mid-60's . Frost famously interviewed former US President Richard Nixon in 1977, during which Nixon apologized for the Watergate scandal - the bugging of Democrats' offices by his Republican party staff.
Revised:  Highly versatile, Frost would prove confident at both serious political journalism as well as light entertainment and comedy, hosting sketch show The Frost Report in the mid-60's . Frost famously interviewed former US President Richard Nixon in 1977, during which Nixon apologized for the scandal - the bugging of Democrats' offices by his Republican party staff.
Edit intent: coherence
Original:  The face-off would be turned into multi-Oscar winning film 'Frost/Nixon' in 2008, with Frost played by Michael Sheen.
Revised:  The face-off would be turned into multi-Oscar winning film '' in 2008, with Frost played by Michael Sheen.
Edit intent: coherence
Original:  "His family are devastated, and ask for privacy at this difficult time," claims a statement released from Frost's family.
Revised:  "His family are devastated, and ask for privacy at this difficult time," said a statement released from Frost's family.
Edit intent: clarity
Original:  Frost famously interviewed former US President  in 1977, during which Nixon apologized for the scandal—where Nixon had bugged the offices of political opponents.
Revised:  Frost famously interviewed former US President Richard Nixon in 1977, during which Nixon apologized for the scandal—where Nixon had bugged the offices of political opponents.
Edit intent: fluency
Original:  The face-off would be turned into multi-Oscar nominated film in 2008, with Frost played by Michael Sheen .
Revised:  The face-off would be turned into multi-Oscar nominated film in 2008, with Frost played by .
Edit intent: clarity
Original: Develop|nocat=1 Electron micrograph of the West Nile virus.
Revised:  Electron micrograph of the West Nile virus.
Edit intent: coherence
Original: Gulf Air said in an e-mail to Arabian Business, "Nonetheless, given the current political climate, the airline has fully prepared contingency plans in case of any military intervention in the coming days . [...] These contingency plans are ready for implementation should there be any changes in the current situation in Syria.
Revised: Gulf Air said in an e-mail to Arabian Business, "Nonetheless, given the current political climate, the airline has fully prepared contingency plans in case of any military intervention in the coming days [...] These contingency plans are ready for implementation should there be any changes in the current situation in Syria.
Edit intent: fluency
Original:  US President  delayed a decision on potential US military action against Syria until after September 9, when the  returns from recess.
Revised:  US President Barack Obama delayed a decision on potential US military action against Syria until after September 9, when the returns from recess.
Edit intent: clarity
Original:  Lottery officials said the winner bought five tickets for $ 5.00  just after 5:00 p.m.
Revised:  Lottery officials said the winner bought five tickets for $ 5.00 each just after 5:00 p.m.
Edit intent: clarity
Original:  It was the third largest lottery jackpot in the world  
Revised:  It was the third largest lottery jackpot in the world . 
Edit intent: fluency
Original:  TS: Ultimately, I believe that the President will succeed, but I doubt it will be a neat voter — there will be a significant number of Democrats and Republicans who do not fall into line and vote against intervention.
Revised:  TS: Ultimately, I believe that the President will succeed, but I doubt it will be a neat voter — there will be a significant number of and who do not fall into line and vote against intervention.
Edit intent: clarity
Original:  In our surveys fewer than 1 and 5 respondents were open to the idea of sending American ground troops into Syria.
Revised:  In our surveys fewer than 1 in 5 respondents were open to the idea of sending American ground troops into Syria.
Edit intent: fluency
Original: After more than a decade of war in Iraq and Afghanistan , does the American general public feel disillusioned in taking military action?
Revised: After more than a decade of war in and , does the American general public feel disillusioned in taking military action?
Edit intent: clarity
Original: Is the American general public in support of taking military intervention in Syria?
Revised: Is the US general public in support of taking military intervention in Syria?
Edit intent: clarity
Original:  After more than a decade of war in and , does the American general public feel disillusioned in taking military action?
Revised:  After more than a decade of war in and , does the US general public feel disillusioned in taking military action?
Edit intent: fluency
Original: Do you think military intervention in Syria will affect –United States relations ? TS: It is hard to say — in the short term, yes.
Revised: Do you think military intervention in Syria will affect ? TS: It is hard to say — in the short term, yes.
Edit intent: clarity
Original: Former minister of defense General Ali Habib has defected to .
Revised: Former minister of defense General has defected to .
Edit intent: clarity
Original: Former minister of defense General has  defected to .
Revised: Former minister of defense General has reportedly defected to .
Edit intent: clarity
Original:  According to Kamal al-Labwani of the Syrian National Coalition as reported by Reuters , Habib had escaped "with Western help."
Revised:  According to of the as reported by Reuters , Habib had escaped "with Western help."
Edit intent: style
Original:  According to Kamal al-Labwani of the Syrian National Coalition as reported by Reuters , Habib had escaped "with Western help."
Revised:  According to Kamal al-Labwani of the Syrian National Coalition as reported by , Habib had escaped "with Western help."
Edit intent: clarity
Original:  Since then he has been under house arrest, but reports say he was able to escape and flee to the Syria-Turkey border.
Revised:  Since then he has been under house arrest, but reports say he was able to escape and flee to the Syria–Turkey border.
Edit intent: fluency
Original:  Though the Syrian government denies the reports , secretary of state confirmed the defection during a hearing on military intervention in Syria this afternoon.
Revised:  The Syrian government denies the reports , secretary of state confirmed the defection during a hearing on military intervention in Syria this afternoon.
Edit intent: coherence
Original:  Though the Syrian government denies the reports , secretary of state confirmed the defection during a hearing on military intervention in Syria this afternoon.
Revised:  Though the Syrian government denies the reports ; secretary of state confirmed the defection during a hearing on military intervention in Syria this afternoon.
Edit intent: fluency
Original:  According to of the as reported by , Habib had escaped " with Western help. " 
Revised:  According to of the as reported by , Habib had " with Western help. " 
Edit intent: clarity
Original:  According to of the as reported by , Habib had escaped " with Western help. " 
Revised:  According to of the as reported by , Habib had escaped " Western help " 
Edit intent: fluency
Original:  According to of the as reported by , Habib had escaped " with Western help. " 
Revised:  According to of the as reported by , Habib had escaped " with Western help. " to escape.
Edit intent: clarity
Original:  The event, entitled Springtime Riot, featured the hosting association — the Coastal Assassins Roller Derby (CARD) — fielding two teams, the Rum City Roller Girls and the Sea Bombers . Upon arrival, the spectators were still filing into the stadium
Revised:  The event, entitled Springtime Riot, featured the hosting association — the Coastal Assassins Roller Derby (CARD) — fielding two teams, the Rum City Roller Girls and the Sea Bombers Upon arrival, the spectators were still filing into the stadium
Edit intent: fluency
Original:  The event, entitled Springtime Riot, featured the hosting association — the Coastal Assassins Roller Derby (CARD) — fielding two teams, the Rum City Roller Girls and the Sea Bombers . Upon arrival, the spectators were still filing into the stadium
Revised:  The event, entitled Springtime Riot, featured the hosting association — the Coastal Assassins Roller Derby (CARD) — fielding two teams, the Rum City Roller Girls and the Sea Bombers . 
Edit intent: clarity
Original:  I imagine the same will happen here      
Revised:  I imagine the same will happen here . 
Edit intent: fluency
Original:  It does upset South Koreans somewhat, because Mt. Paektu is actually  national landmark.
Revised:  It does upset South Koreans somewhat, because Mt. Paektu is actually a national landmark.
Edit intent: fluency
Original: With Halloween approaching, numerous haunted attractions all over Texas are preparing for the big 'haunt' season.
Revised: With approaching, numerous haunted attractions all over Texas are preparing for the big 'haunt' season.
Edit intent: clarity
Original:  Wikinews staff caught up with some owners of these attractions to learn more about the hard work it takes to prepare for opening night.
Revised:  Wikinews caught up with some owners of these attractions to learn more about the hard work it takes to prepare for opening night.
Edit intent: clarity
Original:  Terror Nights, an attraction in Tyler , opens for the season on September 27th.
Revised:  Terror Nights, an attraction in , opens for the season on September 27th.
Edit intent: clarity
Original:  Terror Nights, an attraction in Tyler , opens for the season on September 27th.
Revised:  Terror Nights, an attraction in Tyler , opens for the season on September 27.
Edit intent: fluency
Original:  Dean Jarnig, the director of Zombie Manor in Arlington said he and staff have recently been spraying flame retardant chemicals and installing new lights.
Revised:  Dean Jarnig, the director of Zombie Manor in , said he and staff have recently been spraying flame retardant chemicals and installing new lights.
Edit intent: clarity
Original:  Dean Jarnig, the director of Zombie Manor in Arlington said he and staff have recently been spraying flame retardant chemicals and installing new lights.
Revised:  Dean Jarnig, the director of Zombie Manor in Arlington said he and staff have recently been spraying flame-retardant chemicals and installing new lights.
Edit intent: fluency
Original:  Hangman's House of Horrors in Fort Worth is celebrating both its 25th anniversary and final operational year.
Revised:  Hangman's House of Horrors in is celebrating both its 25th anniversary and final operational year.
Edit intent: clarity
Original:  Hangman's House of Horrors in Fort Worth is celebrating both its 25th anniversary and final operational year.
Revised:  Hangman's House of Horrors in Fort Worth is celebrating both its twenty fifth anniversary and final operational year.
Edit intent: clarity
Original:  Long a staple in American culture, " Haunted Houses ", as they're commonly called, range in size from meager garage sized projects, up to multi floor buildings outfitted with the most elaborate of lighting and special effects.
Revised:  Long a staple in American culture, " ", as they're commonly called, range in size from meager garage sized projects, up to multi floor buildings outfitted with the most elaborate of lighting and special effects.
Edit intent: clarity
Original:  Ryan Laepple, owner and director of the haunt, states he's currently involved in , " ... a blur of safety inspections, auditions, actor training, and last but not least event advertising."
Revised:  Ryan Laepple, owner and director of the haunt, states he's currently involved in " ... a blur of safety inspections, auditions, actor training, and last but not least event advertising."
Edit intent: fluency
Original:  Ryan Laepple, owner and director of the haunt, states he's currently involved in , " ... a blur of safety inspections, auditions, actor training, and last but not least event advertising."
Revised:  Ryan Laepple, owner and director of the haunt, states he's currently involved in , " a blur of safety inspections, auditions, actor training, and last but not least event advertising."
Edit intent: fluency
Original:  Laepple went on to say he stays , " ... pretty busy until the show opens on the 27th and then things calm down some.
Revised:  Laepple went on to say he stays " ... pretty busy until the show opens on the 27th and then things calm down some.
Edit intent: fluency
Original:  Laepple went on to say he stays , " ... pretty busy until the show opens on the 27th and then things calm down some.
Revised:  Laepple went on to say he stays , " pretty busy until the show opens on the 27th and then things calm down some.
Edit intent: fluency
Original:  One whimsically listed the job's benefits as , " ... free uniforms, a complimentary hair and makeup consultation and make-over, inspirational background music, plenty of on-the-job exercise opportunities and more."
Revised:  One whimsically listed the job's benefits as " ... free uniforms, a complimentary hair and makeup consultation and make-over, inspirational background music, plenty of on-the-job exercise opportunities and more."
Edit intent: fluency
Original:  Jarnig also stated he and staff are working on a promotional video for their attraction, which opens on Friday September 13th.
Revised:  Jarnig also stated he and staff are working on a promotional video for their attraction, which opens on Friday September 13.
Edit intent: coherence