wanyu/IteraTeR_v2 huggingface dataset:
Original:  The largest lead Barack Obama has had in the past two months has been since this lead has been a 4.8\% lead back on July 27, 2008.
Revised:  The largest lead Barack Obama has had in the past two months has been since this lead has been 4.8\% lead back on July 27, 2008.
Edit intent: fluency
Original:  The largest lead Barack Obama has had in the past two months has been since this lead has been a 4.8\% lead back on July 27, 2008.
Revised:  The largest lead Barack Obama has had in the past two months has been since this lead has been a 4.8\% on July 27, 2008.
Edit intent: clarity
Original:  A polls shows that among white women, McCain has a slight advantage .
Revised:  A poll shows that among white women, McCain has a slight advantage .
Edit intent: fluency
Original:  A polls shows that among white women, McCain has a slight advantage .
Revised:  A polls shows that among white women, McCain has a slight advantage 
Edit intent: fluency
Original:  And on whether she is qualified for the White House if she needed to fulfill the role of presidency, only 45\% say she is qualified, whereas 50\% say she is unqualified.
Revised:  On whether she is qualified for the White House if she needed to fulfill the role of presidency, only 45\% say she is qualified, whereas 50\% say she is unqualified.
Edit intent: coherence
Original:  Swayze is survived by his wife, Lisa Niemi and his brother, Don . :Category:United States :Category:Culture and entertainment :Category:Film :Category:Music :Category:Television :Category:Obituari
Revised:  Swayze is survived by his wife, Lisa Niemi and his brother, Don :Category:United States :Category:Culture and entertainment :Category:Film :Category:Music :Category:Television :Category:Obituari
Edit intent: fluency
Original:  Swayze is survived by his wife, Lisa Niemi and his brother, Don . :Category:United States :Category:Culture and entertainment :Category:Film :Category:Music :Category:Television :Category:Obituari
Revised:  Swayze is survived by his wife, Lisa Niemi and his brother, Don . 
Edit intent: coherence
Original: He was born Patrick Wayne Swayze on August 18, 1952 in Houston, Texas, USA. He starred in the 1987 film Dirty Dancing, and also had a hit song from the movie with She's Like The Wind, With Wendy Fraser, which was later covered by Hip-hop artist Lumidee & R&B singer Tony Sunshine.
Revised: Swayze was born Patrick Wayne Swayze on August 18, 1952 in Houston, Texas, USA. He starred in the 1987 film Dirty Dancing, and also had a hit song from the movie with She's Like The Wind, With Wendy Fraser, which was later covered by Hip-hop artist Lumidee & R&B singer Tony Sunshine.
Edit intent: clarity
Original:  He also starred in the 1990 film Ghost with Demi Moore.
Revised:  Swayze also starred in the 1990 film Ghost with Demi Moore.
Edit intent: clarity
Original: |Patrick Swayze, 1952 - 2009 Image credit: Alan Light Singer, songwriter and actor Patrick Swayze has died today after a long battle with Pancreatic cancer at the age of 57.
Revised: |Patrick Swayze, 1952 - 2009 Image credit: Alan Light Singer, songwriter and actor Patrick Swayze has died today after a long battle with pancreatic cancer at the age of 57.
Edit intent: fluency
Original:  Swayze was born Patrick Wayne Swayze on August 18, 1952 in Houston, Texas, USA. He starred in the 1987 film Dirty Dancing, and also had a hit song from the movie with She's Like The Wind, With Wendy Fraser, which was later covered by Hip-hop artist Lumidee  R&B singer Tony Sunshine.
Revised:  Swayze was born Patrick Wayne Swayze on August 18, 1952 in Houston, Texas, USA. He starred in the 1987 film Dirty Dancing, and also had a hit song from the movie with She's Like The Wind, With Wendy Fraser, which was later covered by Hip-hop artist Lumidee and R&B singer Tony Sunshine.
Edit intent: coherence
Original:  Swayze is survived by his wife, Lisa Niemi  and his brother, Don
Revised:  Swayze is survived by his wife, Lisa Niemi , and his brother, Don
Edit intent: fluency
Original:  She may become a Category Two or Three storm as she churns toward the Eastern Seaboard.
Revised:  She may become a Category Two or Three storm as she churns toward the Eastern 
Edit intent: clarity
Original:  The coroner reccomended grounding the entire Nimrod fleet, but this was never done, with the government saying that the aircraft were safe after modifications carried out after the crash  
Revised:  The coroner reccomended grounding the entire Nimrod fleet, but this was never done, with the government saying that the aircraft were safe after modifications carried out after the crash . 
Edit intent: fluency
Original:  The  plane was one of a fleet of fifteen that were intended for retirement last decade but still operate, despite having suffered various mechanical problems, including fuel leaks  
Revised:  The plane was one of a fleet of fifteen that were intended for retirement last decade but still operate, despite having suffered various mechanical problems, including fuel leaks . 
Edit intent: fluency
Original:  This last charge makes it the first time the MoD has faced a legal challenge under the European Convention of Human Rights   
Revised:  This last charge makes it the first time the MoD has faced a legal challenge under the European Convention of Human Rights . 
Edit intent: fluency
Original:  It is the last chance for compensation to be sought, as this must be done within two years of the event  
Revised:  It is the last chance for compensation to be sought, as this must be done within two years of the event . 
Edit intent: fluency
Original:  The coroner reccomended grounding the entire Nimrod fleet, but this was never done, with the government saying that the aircraft were safe after modifications carried out after the crash.
Revised:  The coroner recommended grounding the entire Nimrod fleet, but this was never done, with the government saying that the aircraft were safe after modifications carried out after the crash.
Edit intent: fluency
Original:  The Queen's representative agreed to  drop the writ and hold the election on Harper's recommended date.
Revised:  The Queen's representative agreed to w: drop the writ and hold the election on Harper's recommended date.
Edit intent: fluency
Original:  While minority governments rarely last long in Canada — the current one is the second longest at the federal level in history — a request for the dissolution of Parliament is normally not made until the government is defeated on a motion of confidence by the opposition parties.
Revised:  While minority governments rarely last long in Canada a request for the dissolution of Parliament is normally not made until the government is defeated on a motion of confidence by the opposition parties.
Edit intent: clarity
Original: Canadian Prime Minister Stephen Harper has set October 14 as the date for the coming 40th Canadian federal election.
Revised: Canadian Prime Minister Stephen Harper has set October 14 as the date for the 40th Canadian federal election.
Edit intent: clarity
Original:  The move is also unusual because it violates a law passed by Harper himself;
Revised:  The move is also unusual because it appears to violate a law passed by Harper himself;
Edit intent: clarity
Original: Throughout the duration of Harper's minority parliament, there have been several times where an election call had been predicted, but it managed to survive longer than any true minority government in Canadian history, despite having the smallest relative caucus .
Revised: Throughout the duration of Harper's minority parliament, there have been several times where an election call had been predicted, but it managed to survive longer than any true minority government in Canadian history, despite having the smallest relative carcus .
Edit intent: fluency
Original: Image:Google Sign.jpg|Google sign at their campus in Mountain View, California.
Edit intent: coherence
Original:  Google announced on Monday that it is launching an open source web browser, dubbed Chrome, to compete with browsers such as Internet Explorer from Microsoft, Firefox from Mozilla, and Safari from Apple.
Revised:  REDIRECT Google launches web browser, dubbed Chrome, to compete with browsers such as Internet Explorer from Microsoft, Firefox from Mozilla, and Safari from Apple.
Edit intent: clarity
Original:  Google announced on Monday that it is launching an open source web browser, dubbed Chrome, to compete with browsers such as Internet Explorer from Microsoft, Firefox from Mozilla, and Safari from Apple.
Revised:  Google announced on Monday that it is launching an open source web browser, dubbed 
Edit intent: coherence
Original:  In a post on the company's official blog, Sundar Pichai, vice president of product management, and Linus Upson, an engineering director at Google said Chrome would represent a "fresh take on the browser" and that it believes Chrome "can add value for users and, at the same time, help drive innovation on the web."
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < [[%%% Image:Google_Chrome_screenshot.jpg|Screenshot of new Google web browser, dubbed Chrome.
Revised: %DIFDELCMD < %DIFDELCMD < [[%%% 
Edit intent: coherence
Original:  Google said the browser sports a new JavaScript engine more advanced than is currently available in competing web browsers on the Windows platform, and said it was "hard at work building versions" for Mac and Linux.
Revised:  Google said the browser supports a new JavaScript engine more advanced than is currently available in competing web browsers on the Windows platform, and said it was "hard at work building versions" for Mac and Linux.
Edit intent: clarity
Original:  The logo of Intel The statement continued by stating that "Intel will continue supporting open source projects currently led by OpenedHand staff such as Clutter and Matchbox projects, and in most cases, will accelerate these projects as they become an integral part of Moblin.  
Revised:  The logo of Intel The statement continued by stating that "Intel will continue supporting open source projects currently led by OpenedHand staff such as Clutter and Matchbox projects, and in most cases, will accelerate these projects as they become an integral part of Moblin. " 
Edit intent: fluency
Original: Tux, the Linux mascot The logo of OpenedHand The UK based mobile linux developers OpenedHand have announced that they have been aquired by the Intel Corporation, merging the linux company with the Intel Open Source Technology Center.
Revised: Tux, the Linux mascot The logo of OpenedHand The UK based mobile Linux developers OpenedHand have announced that they have been aquired by the Intel Corporation, merging the linux company with the Intel Open Source Technology Center.
Edit intent: fluency
Original: Tux, the Linux mascot The logo of OpenedHand The UK based mobile linux developers OpenedHand have announced that they have been aquired by the Intel Corporation, merging the linux company with the Intel Open Source Technology Center.
Revised: Tux, the Linux mascot The logo of OpenedHand The UK based mobile linux developers OpenedHand have announced that they have been aquired by the Intel Corporation, merging the Linux company with the Intel Open Source Technology Center.
Edit intent: fluency
Original:  He said that "we saw it [large companies purchasing mobile linux development companies] earlier this year with Nokia buying Trolltech, it's a sign that the mobile space is not as clear cut as the something like the PC one."
Revised:  He said that "we saw it [large companies purchasing mobile Linux development companies] earlier this year with Nokia buying Trolltech, it's a sign that the mobile space is not as clear cut as the something like the PC one."
Edit intent: fluency
Original:  He continue by stating that in the PC market "you have a market dominated by PCs with Macs for some specialist users, but mobiles are not like that - there's a diverse range of products, and, if anything, it's becoming more diverse."
Revised:  He continued by stating that in the PC market "you have a market dominated by PCs with Macs for some specialist users, but mobiles are not like that - there's a diverse range of products, and, if anything, it's becoming more diverse."
Edit intent: fluency
Original: Director Schulz stated that comparing the installation to a gulag was perhaps not the best choice of words , however "  there are some analogies between the gulags and our detention facilities."
Revised: Director Schulz stated that comparing the installation to a gulag was perhaps not the best choice of words . " there are some analogies between the gulags and our detention facilities."
Edit intent: coherence
Original:  The report also describes "ghost" detainees who "disappear" and the export of prisoners to countries that are known to practice torture . After intense questioning, he said "...they (detainees) are not in forced labor, they are not being denied food."
Revised:  The report also describes "ghost" detainees who "disappear" and the export of prisoners to countries that are known to practice torture After intense questioning, he said "...they (detainees) are not in forced labor, they are not being denied food."
Edit intent: fluency
Original:  Schulz had previously referred to "apparent high-level architects of torture,", and included w: Donald Rumsfeld in that group.
Revised:  Schulz had previously referred to "apparent high-level architects of torture,", and included Donald Rumsfeld in that group.
Edit intent: fluency
Original: Develop Burj Dubai in the United Arab Emirates is now the world’s tallest man-made structure, after reaching a record height of 688 metres, The tower is now over 160 storeys - the largest number of floors in any building across the world, its developer real estate giant Emaar Properties said in a statement.
Revised:  Burj Dubai in the United Arab Emirates is now the world’s tallest man-made structure, after reaching a record height of 688 metres, The tower is now over 160 storeys - the largest number of floors in any building across the world, its developer real estate giant Emaar Properties said in a statement.
Edit intent: coherence
Original: 320px|Burj Dubai , Dubai, United Arab Emirates Burj Dubai in the United Arab Emirates is now the world’s tallest man-made structure, after reaching a record height of 688 metres, The tower is now over 160 storeys - the largest number of floors in any building across the world, its developer real estate giant Emaar Properties said in a statement.
Revised: Burj Dubai in the United Arab Emirates is now the world’s tallest man-made structure, after reaching a record height of 688 metres, The tower is now over 160 storeys - the largest number of floors in any building across the world, its developer real estate giant Emaar Properties said in a statement.
Edit intent: coherence
Original: Burj Dubai in the United Arab Emirates is now the world’s tallest man-made structure, after reaching a record height of 688 metres, The tower is now over 160 storeys - the largest number of floors in any building across the world, its developer real estate giant Emaar Properties said in a statement.
Revised: Burj Dubai in the United Arab Emirates is now the world’s tallest man-made structure, after reaching a record height of 688 metres, The tower is now over 160 stories - the largest number of floors in any building across the world, its developer real estate giant Emaar Properties said in a statement.
Edit intent: fluency
Original:  280px|Burj Dubai, Dubai, United Arab Emirates The tower unofficially became the world’s tallest man-made structure in April, 2008 after surpassing the KVLY-TV mast (628.8 metres) in North Dakota in the United States.
Revised:  The tower unofficially became the world’s tallest man-made structure in April, 2008 after surpassing the KVLY-TV mast (628.8 metres) in North Dakota in the United States.
Edit intent: coherence
Original:  Though the final height of the tower has not been disclosed yet, although it is expected to reach 800m.
Revised:  Though the final height of the tower has not been disclosed yet, it is expected to reach 800m.
Edit intent: coherence
Original:  McCain told reporters that he was satisfied with his campaign's vetting process   .
Revised:  McCain told reporters that he was satisfied with his campaign's vetting process . .
Edit intent: fluency
Original:  The statement came after media speculation and internet rumours that Palin's 4-month-old son, Trig, was in fact her granddaughter , and that the mother was Bristol.
Revised:  The statement came after media speculation and internet rumours that Palin's 4-month-old son, Trig, was in fact her grandson , and that the mother was Bristol.
Edit intent: fluency
Original: Prior to her gubernatorial term, Palin was a member for two years of the Alaska Independence Party, which had at times sought a vote on whether the state should secede from the United States.
Edit intent: coherence
Original: Various questions have been raised about the choice of Alaska Governor Sarah Palin as Senator John McCain's choice as the Republican vice presidential running mate.
Revised: Various questions have been raised about the choice of Alaska Governor Sarah Palin as Senator John McCain's choice for Republican vice presidential running mate.
Edit intent: fluency
Original:  There have been doubts over how thoroughly McCain had examined Palin's background before announcing that he selected Palin to be his running mate on August 29.
Revised:  There have been doubts over how thoroughly McCain had examined Palin's background before announcing that he had selected her to be his running mate on August 29.
Edit intent: clarity
Original:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter , Bristol , is five months pregnant and that Bristol intended to marry the father of their baby.
Revised:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter Bristol is five months pregnant and that Bristol intended to marry the father of their baby.
Edit intent: fluency
Original:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter , Bristol , is five months pregnant and that Bristol intended to marry the father of their baby.
Revised:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter , Bristol , is five months pregnant and that she intends to marry the father of their baby.
Edit intent: clarity
Original:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter , Bristol , is five months pregnant and that Bristol intended to marry the father of their baby.
Revised:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter , Bristol , is five months pregnant and that Bristol intended to marry the father of the baby.
Edit intent: clarity
Original:  The statement came after media speculation and internet rumours that Palin's 4-month-old son, Trig, was in fact her grandson, and that the mother was Bristol.
Revised:  The statement came after media speculation and internet rumours that Palin's 4-month-old son, Trig, was in fact her grandson, and that the mother is Bristol.
Edit intent: fluency
Original:  And if I ever thought that there was somebody in my campaign that was involved in something like that, they'd be fired  " The McCain campaign said that Senator McCain was aware of Bristol Palin's pregnancy before he asked her mother to join him on the ticket.
Revised:  And if I ever thought that there was somebody in my campaign that was involved in something like that, they'd be fired . " The McCain campaign said that Senator McCain was aware of Bristol Palin's pregnancy before he asked her mother to join him on the ticket.
Edit intent: fluency
Original:  McCain reportedly did not find her pregnancy to be hurt Governor Palin's chances of being nominated as a vice presidential candidate.
Revised:  McCain reportedly did not see the pregnancy as a detriment to Governor Palin's chances of being nominated as a vice presidential candidate.
Edit intent: clarity
Original:  McCain reportedly did not find her pregnancy to be hurt Governor Palin's chances of being nominated as a vice presidential candidate.
Revised:  McCain reportedly did not find her pregnancy to be hurt Governor Palin's selection as the vice presidential candidate.
Edit intent: clarity
Original:  McCain told reporters that he was satisfied with his campaign's vetting process . "The vetting process was completely thorough and I'm grateful for the results , " said McCain.
Revised:  McCain told reporters that he was satisfied with his campaign's vetting process : "The vetting process was completely thorough and I'm grateful for the results , " said McCain.
Edit intent: fluency
Original:  McCain told reporters that he was satisfied with his campaign's vetting process . "The vetting process was completely thorough and I'm grateful for the results , " said McCain.
Revised:  McCain told reporters that he was satisfied with his campaign's vetting process . "The vetting process was completely thorough and I'm grateful for the results . " said McCain.
Edit intent: fluency
Original:  McCain told reporters that he was satisfied with his campaign's vetting process . "The vetting process was completely thorough and I'm grateful for the results , " said McCain.
Revised:  McCain told reporters that he was satisfied with his campaign's vetting process . "The vetting process was completely thorough and I'm grateful for the results , " 
Edit intent: coherence
Original:  The investigation is checking into whether Palin dismissed Monegan for his reluctance to fire Palin's former brother-in-law  Mike Wooten.
Revised:  The investigation is checking into whether Palin dismissed Monegan for his reluctance to fire Palin's former brother-in-law , Mike Wooten.
Edit intent: fluency
Original:  Republicans were quick to note that Palin has "more experience" in elected office than  Obama.
Revised:  Republicans were quick to note that Palin has "more experience" in elected office than does Obama.
Edit intent: clarity
Original:  McCain's advisers insist that Palin was "thoroughly vetted," a process that would have included a review of all financial and legal records as well as a criminal background check.
Revised:  McCain's advisers insist that Palin was "thoroughly vetted," a process that would have included a review of all financial and legal records as well as a criminal back check.
Edit intent: fluency
Original:  Palin is the Republican Party's first female candidate for Vice President.
Revised:  Palin is the Republican Party's first Insect candidate for Vice President.
Edit intent: clarity
Original:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter Bristol is five months pregnant and that she  intends to marry the father of the baby.
Revised:  wife issued a statement saying that their 17-year-old unmarried daughter Bristol is five months pregnant and that she intends to marry the father of the baby.
Edit intent: clarity
Original:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter Bristol is five months pregnant and that she  intends to marry the father of the baby.
Revised:  Yesterday, Palin and her husband issued a statement saying that their 17-year-old unmarried daughter Bristol is five months pregnant and that she dosen't intends to marry the father of the baby.
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% McCain told reporters that he was satisfied with his campaign's vetting process :" The vetting process was completely thorough and I'm grateful for the results."
Revised: %DIFDELCMD < %DIFDELCMD < %%% McCain told reporters that he was satisfied with his campaign's vetting process :" 
Edit intent: coherence